2025

Journal paper

• Y. Du, J. Zhan, X. Li, J. Dong, S. Chen, M.-H. Yang and S. He, "One-for-all: Towards universal domain translation with a single StyleGAN," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol.47, No.4, pp.2865-2881, 2025. pdf
• Y. Zeng, L. Qiao, Z. Gao, T. Qin, Z. Wu, E. Khalaf, S. Chen and M. Guizani, "CSI-GPT: Integrating generative pre-trained transformer with federated-tuning to acquire downlink massive MIMO channels," IEEE Trans. Vehicular Technology, Vol.74, No.3, pp.5187-5192, 2025. pdf
• M. Wu, Z. Gao, Z. Wang, D. Niyato, G.K. Karagiannidis and S. Chen, "Deep joint semantic coding and beamforming for near-space airship-borne massive MIMO network," IEEE J. Selected Areas Communications, Vol.43, No.1, pp.260-278, 2025. pdf

2024

Journal paper

• U. Awadaa, Z. Jiankang, S. Chen, S. Li and S. Yang, "Collaborative learning-based inter-dependent task dispatching and co-location in an integrated edge computing system," Digital Communications and Networks, Vol.10, No.6, pp.1837-1850, 2004. pdf
• P. Wang, K. Ma, Y. Bai, C. Sun, Z. Wang and S. Chen, "Wireless interference recognition with mltimodal learning," IEEE Trans. Wireless Communications, Vol23, No.12, pp.18576-18591, 2024. pdf
• T. Peng, B. Gong, S. Tu, A. Namoun, S. Alshmrany, M. Waqas, H. Alasmary and S. Chen, "Forward and backward private searchable encryption for cloud-assisted industrial IoT," Sensors, Vol.24, No.23, article no.7597, pp.1-22, 2024. pdf
• L. Lu, Z. Wang, Z. Gao, S. Chen and H.V. Poor, "Block-sparse tensor recovery," IEEE Trans. Information Theory, Vol.70, No.12, pp.9293-9326, 2024. pdf
• W. Dong, S. Yang, P. Zhang and S. Chen, "Stochastic geometry based modelling and analysis of uplink cooperative satellite-aerial-terrestrial networks for nomadic communications with weak satellite coverage," IEEE J. Selected Areas Communications, Vol.42, No.12, pp.3428-3444, 2024. pdf
• Z. Huang, Z. Wang and S. Chen, "Sub-6GHz assisted mmWave hybrid beamforming with heterogeneous graph neural network," IEEE Trans. Communications, Vol.72, No.11, pp.6917-6928, 2024. pdf
• C. Guo, B. Gong, M. Waqas, H. Alasmary, S. Tu and S. Chen, "An efficient pairing-free ciphertext-policy attribute-based encryption scheme for Internet of Things," Sensors, Vol.24, No.21, article no.6843, pp.1-20, 2024. pdf
• Y. Qiao, Y. Niu, S. Chen, Z. Zhong, C. Zhang, N. Wang and B. Ai, "Energy efficiency optimization of ultra-reliable low-latency communication for high-speed rail," IEEE Trans. Vehicular Technology, Vol.73, No.11, pp.16638-16653, 2024. pdf
• Z. Kong, J. Song, S. Yang, L. Gan, W. Meng, T. Huang and S. Chen, "Distributed robust artificial-noise-aided secure precoding for wiretap MIMO interference channels," IEEE Trans. Information Forensics and Security, Vol.19, pp.10130-10140, 2024. pdf
• Y. Zhuo, T. Mao, H. Li, C. Sun, Z. Wang, Z. Han and S. Chen, "Multi-beam integrated sensing and communication: State-of-the-art, challenges and opportunities," IEEE Communications Magazine, Vol.62, No.9, pp.90-96, 2024. pdf
• B. Li, Z. Wei, S. Yang, Y. Zhang, J. Zhang, C. Zhao and S. Chen, "Beyond MMSE: Rank-1 subspace channel estimator for massive MIMO systems," IEEE Trans. Communications, Vol.72, No.9, pp.5896-5910, 2024. pdf
• K. Wang, Z. Gao, S. Chen, B. Ning, G. Chen, Y. Su, Z. Wang and H.V. Poor, "Knowledge and data dual-driven channel estimation and feedback for ultra-massive MIMO systems under hybrid field beam squint effect," IEEE Trans. Wireless Communications, Vol.23, No.9, pp.11240-11259, 2024. pdf
• F. Zhang, T. Mao, R. Liu, Z. Han, S. Chen and Z. Wang, "Cross-domain dual-functional OFDM waveform design for accurate sensing/positioning," IEEE J. Selected Areas Communications, Vol.42, No.9, pp.2259-2274, 2024. pdf
• T. Liu, W. Wang, P. Yang, S. Chen and C.J. Harris, "Unsupervised transfer aided lifelong regression for learning new tasks without target output," IEEE Trans. Knowledge and Data Engineering, Vol.36, No.9, pp.4981-4995, 2024. pdf
• A. Badshah, G. Abbas, M. Waqas, S. Tu, Z.H. Abbas, F. Muhammad and S. Chen, "USAF-IoD: Ultralightweight and secure authenticated key agreement framework for Internet of drones environment," IEEE Trans. Vehicular Technology, Vol.73, No.8, pp.10963-0977, 2024. pdf
• J. Li, Y. Niu, H. Wu, B. Ai, T. Quek, N. Wang and S. Chen, "Effective joint scheduling and power allocation for URLLC-oriented V2I communications," IEEE Trans. Vehicular Technology, Vol.73, No.8, pp.11694-11705, 2024. pdf
• Y. Liu, Q. Cai, C. Wang, J. Yang, H. Fan, J. Dong and S. Chen, "Geometry-enhanced attentive multi-view stereo for challenging matching scenarios," IEEE Trans. Circuits and Systems for Video Technology, Vol.34, No.8, pp.7401-7416, 2024. pdf
• Q. Lv, Y. Li, J. Dong, S. Chen, H. Yu, H. Zhou and S. Zhang, "DomainForensics: Exposing face forgery across domains via bi-directional adaptation," IEEE Trans. Information Forensics and Security, Vol.19, pp.7275-7289, 2024. pdf
• K. Ying, Z. Gao, S. Chen, X. Gao, M. Matthaiou, R. Zhang and R. Schober, "Reconfigurable massive MIMO: Harness the power of the electromagnetic domain for enhanced information transfer," IEEE Wireless Communications, Vol.31, No.3, pp.125-132, 2024. pdf
• A.B. Dogar, S. Ullah, Y. Zhang, H. Alasmary, M. Waqas and S. Chen, "Resilient TCP variant enabling smooth network updates for software defined data center networks," Tsinghua Science and Technology, Vol.29, No.5, pp.1615-1632, 2024. pdf
• J. Li, Y. Niu, H. Wu, B. Ai, R. He, N. Wang, S. Chen, "Throughput maximization for intelligent refracting surface assisted mmWave high-speed train communications," IEEE Internet of Things J., Vol.11, No.8, pp.13299-13311, 2024. pdf
• G. Zhao, S. Chen and L. Hanzo, "Energy-spectral-efficient heterogeneous cellular networks: Joint optimization of cross-tier inter-BS cooperation and BS deployment," IEEE Trans. Vehicular Technology, Vol.73, No.4, pp.5659-5673, 2024. pdf
• C. Tan, S. Chen, X. Geng, Y. Zhou and G. Ji, "Label enhancement via manifold approximation and projection with graph convolutional network," Pattern Recognition, Vol.152, article no.110447, pp.1-15, 2024. pdf
• Y. Wang, Z. Gao, S. Chen, C. Hu and D. Zheng, "Deep learning-based channel extrapolation and multiuser beamforming for RIS-aided Terahertz massive MIMO systems over hybrid-field channels," Intelligent Computing, Vol.3, article 0065, pp.1-20, 2024. pdf
• Y. Qian, Y. Niu, X. Zhang, S. Chen, Z. Zhong, N. Wang and B. Ai, "Intelligent beam management based on deep reinforcement learning in high-speed railway scenarios," IEEE Trans. Vehicular Technology, Vol.73, No.3, pp.3917-3931, 2024. pdf
• T. Liu, S. Chen, P. Yang, Y. Zhu, M. Mercangoz and C.J. Harris, "Lifelong learning meets dynamic processes: An emerging streaming process prediction framework with delayed quality measurement," IEEE Trans. Control Systems Technology, Vol.32, No.2, pp.384-398, 2024. pdf
• Z. Gao, M. Ke, Y. Mei, L. Qiao, S. Chen, D.W.K. Ng and H.V. Poor, "Compressive sensing-based grant-free massive access for 6G massive communications," IEEE Internet-of-Things J., Vol.11, No.5, pp.7411-7435, 2024. pdf
• C. Xing, Y. Li, S. Gong, J. An, S. Chen and L. Hanzo, "A general matrix variable optimization framework for MIMO assisted wireless communications," IEEE Trans. Vehicular Technology, Vol.73, No.1, pp.691-706, 2024. pdf
• J. Zhang, S. Chen, W.K. Chai and L. Hanzo, "Adaptive coding and modulation-aided mobile relaying for millimeter-wave flying ad hoc networks," IEEE Internet of Things J., Vol.11, No.2, pp.3282-3301, 2024. pdf
• J. Zhang, Z. Ning, M. Waqas, H. Alasmary, S. Tu and S. Chen, "Hybrid edge-cloud collaborator resource scheduling approach based on deep reinforcement learning and multi-objective optimization," IEEE Trans. Computers, Vol.73, No.1, pp.192-205, 2024. pdf
• B. Gong, C. Guo, C. Guo, C. Guo, Y. Sun, M. Waqas and S. Chen, "SLIM: A secure and lightweight multi-authority attribute-based signcryption scheme for IoT," IEEE Trans. Information Forensics and Security, Vol.19, pp.1299-1312, 2024. pdf

Conference paper

• W.-Y. Dong, S. Yang, W. Lin, W. Zhao, J.-X. Gui and S. Chen, "Stochastic geometry based performance analysis of terrestrial-to-aerial networks for nomadic communications," in Proc. Globecom 2024 (Cape Town, South Africa), Dec.8-12, 2024, pp.1-6. pdf
• J.-H. Bi, S. Yang, P. Zhang and S. Chen, ``In-memory massive MIMO linear detector circuit with extremely high energy efficiency and strong memristive conductance deviation robustness," in Pro. Globecom 2024 (Cape Town, South Africa), Dec.8-12, 2024, pp.1-6. pdf
• W.-Y. Dong, S. Yang, W. Lin, W. Zhao, J.-X. Gui and S. Chen, "Outage probability analysis of uplink heterogeneous non-terrestrial networks: A novel stochastic geometry model," in Proc. Globecom 2024 (Cape Town, South Africa), Dec.8-12, 2024, pp.1-6. pdf
• J.-H. Bi, S. Yang, P. Zhang and S. Chen,"Amplifier-enhanced memristive massive MIMO linear detector circuit: An ultra-energy-efficient and robust-to-conductance-error design," in Proc. Globecom 2024 (Cape Town, South Africa), Dec.8-12, 2024, pp.1-6. pdf
• F. Zhang, T. Mao, R. Liu, Z. Han, O.A. Dobre, S. Chen and Z. Wang, "Cross-domain multicarrier waveform design for integrated sensing and communication," in Proc. WCNC 2024 (Dubai, United Arab Emirates), Apr.21-24, 2024, pp.1-6. pdf

2023

Journal paper

• Y. Wang, Z. Gao, D. Zheng, S. Chen, D. Gunduz and H.V. Poor, "Transformer-empowered 6G intelligent networks: From massive MIMO processing to semantic communication," IEEE Wireless Communications, Vol.30, No.6, pp.127-135, 2023. pdf
• J. Zhang, B. Gong, M. Waqas, S. Tu and S. Chen, "Many-objective optimization based intrusion detection for in-vehicle network security," IEEE Trans. Intelligent Transportation Systems, Vol.24, No.12, pp.15051-15065, 2023. pdf
• T. Liu, S. Chen, K. Li, S. Gan and C.J. Harris, "Adaptive multi-output gradient RBF tracker for nonlinear and nonstationary regression," IEEE Trans. Cybenetics, Vol.53, No.12, pp.7906-7919, 2023. pdf
• K. Ma, Z. Wang, W. Tian, S. Chen and L. Hanzo, "Deep learning for mmWave beam-management: State-of-the-art, opportunities and challenges," IEEE Wireless Communications, Vol.30, No.4, pp.108-114, 2023. pdf
• X. Zhang, Y. Niu, T. Yang, X. Xiao, J. Ding, S. Chen, Z. Zhong, N. Wang and B. Ai, "QoS-aware user association and transmission scheduling for millimeter-wave train-ground communications," IEEE Trans. Intelligent Transportation Systems, Vol.24, No.9, pp.9532-9545, 2023. pdf
• T. Liu, Z. Tian, S. Chen, K. Wang and C.J. Harris, "Deep cascade gradient RBF networks with output-relevant feature extraction and adaptation for nonlinear and nonstationary processes," IEEE Trans. Cybernetics, Vol.53, No.8, pp.4908-4922, 2023. pdf
• B. Gong, G. Zheng, M. Waqas, S. Tu and S. Chen, "LCDMA: Lightweight cross-domain mutual identity authentication scheme for Internet of things," IEEE Internet of Things Journal, Vol.10, No.14, pp.12590-12602, 2023. pdf
• Y. Meng, E. Rigall, X. Chen, J. Dong and S. Chen, "Physics-guided generative adversarial networks for sea subsurface temperature prediction," IEEE Trans. Neural Networks and Learning Systems, Vol.34, No.7, pp.3357-3370, 2023. pdf
• U. Awada, J. Zhang, S. Chen, S. Li and S. Yang, "Machine learning driven latency optimization for Internet of Things applications in edge computing," ZTE Communications, Vol.21, No.2, pp.40-52, 2023. pdf
• K. Ying, Z. Gao, S. Chen, M. Zhou, D. Zheng, S. Chatzinotas, B. Ottersten and H.V. Poor, "Quasi-synchronous random access for massive MIMO-based LEO satellite constellations," IEEE IEEE J. Selected Areas in Communications, Vol.41, No.6, pp.1702--1722, 2023. pdf
• U. Awada, J. Zhang, S. Chen, S. Li and S. Yang, "Resource-aware multi-task offloading and dependency-aware scheduling for integrated edge-enabled IoV," J. Systems Architecture, Vol.141, Article no.102923, pp.1-16, 2023. pdf
• T. Liu, S. Chen, P. Yang, Y. Zhu and C.J. Harris, "Efficient adaptive deep gradient RBF network for multi-output nonlinear and nonstationary industrial processes," J. Process Control, Vol.126, pp.1--11, 2023. pdf
• C. Xing, S. Xie, S. Gong, X. Yang, S. Chen and L. Hanzo, "A KKT conditions based transceiver optimization framework for RIS-aided multiuser MIMO networks," IEEE Trans. Communications, Vol.71, No.5, pp.2602-2617, 2023. pdf
• J. Li, Y. Niu, H. Wu, B. Ai, R. Hui, N. Wang and S. Chen, "Joint optimization of relay selection and transmission scheduling for UAV-aided mmWave vehicular networks," IEEE Trans. Vehicular Technology, Vol.72, No.5, pp.6322-6334, 2023. pdf
• A. Awada, J. Zhang, S. Chen, S. Li and S. Yang, "EdgeDrones: Co-scheduling of drones for multi-location aerial computing missions," J. Network and Computer Applications, Vol.215 Article No.103632, pp.1-18, 2023. pdf
• C. Tan, S. Chen, X. Geng and G. Ji, "A novel label enhancement algorithm based on manifold learning," Pattern Recognition, Vol.135, Article No.109189, pp.1-14, 2023. pdf
• Z. Gao, Z. Wen, D. Zheng, S. Tan, C. Masouros, D.W.K. Ng and S. Chen, "Integrated sensing and communication with mmWave massive MIMO: A compressive sampling perspective," IEEE Trans. Wireless Communications, Vol.22, No.3, pp.1745-1762, 2023. pdf
• F. Dong, W. Wang, X. Li, S. Chen and L. Hanzo, "Joint beamforming design for dual-functional MIMO radar and communication systems guaranteeing physical layer security," IEEE Trans. Green Communications and Networking, Vol.7, No.1, pp.537-549, 2023. pdf
• A. Badshah, M. Waqas, F. Muhammad, G. Abbas, Z.H. Abbas, S.A. Chaudhry and S. Chen, "AAKE-BIVT: Anonymous authenticated key exchange scheme for blockchain-enabled Internet of vehicles in smart transportation," IEEE Trans. Intelligent Transport System, Vol.24, No.2, pp.1739-1755, 2023. pdf
• T. Zhang, M. Waqas, Y. Fang, Z. Liu, Z. Halim, Y. Li and S. Chen, "Weakly-supervised butterfly detection based on saliency map," Pattern Recognition, Vol.138, Article 109313, pp.1-13, June 2023. pdf
• K. Ma, S. Du, H. Zou, W. Tian, Z. Wang and S. Chen, "Deep learning assisted mmWave beam prediction for heterogeneous networks: A dual-band fusion approach," IEEE Trans. Communications, Vol.71, No.1, pp.115-130, 2023. pdf
• J. Zhang, D. Liu, S. Chen, S.X. Ng, R.G. Maunder and L. Hanzo, "Multiple-objective packet routing optimization for aeronautical ad-hoc networks," IEEE Trans. Vehicular Technology, vol.72, No.1, pp.1002-1016, 2023. pdf
• C. Tan, S. Chen, X. Geng and G. Ji, "A label distribution manifold learning algorithm," Pattern Recognition, Vol.135, Article No.109112, pp.1-15, 2023. pdf

Invited talk

• Lifelong Learning Meets Industrial Processes: An Enabling Adaptive Process Modeling Framework with Delayed Process Output Measurement. School of Mechatronic Engineering and Automation, Shanghai University, December 12, 2023. slides

2022

Journal paper

• Y. Zhuo, Z. Sha, Z. Wang and S. Chen, "Simultaneous multi-beam training for millimeter-wave communication system," IEEE Trans. Vehicular Technology, Vol.71, No.10, pp.10631-10645, 2022. pdf
• C. Tan, S. Chen, G. Ji and X. Geng, "A novel probabilistic label enhancement algorithm for multi-label distribution learning," IEEE Trans. Knowledge and Data Engineering, Vol.34, No.11, pp.5098-5113, 2022. pdf
• Y. Gan, F. Gao, J. Dong and S. Chen, "Arbitrary-scale texture generation from coarse-grained control," IEEE Trans. Image Processing, Vol.31, pp.5841-5855, 2022. pdf
• J. Li, Y. Niu, H. Wu, B. Ai, S. Chen, Z. Feng, Z. Zhong and N. Wang, "Mobility support for millimeter wave communications: Opportunities and challenges," IEEE Communications Surveys and Tutorials, Vol.24, No.3, pp.1816--1842, 2022. pdf
• S. Jia, J. Zhang, S. Chen, W. Hao and W. Xu, "Secure multiantenna transmission with an unknown eavesdropper: Power allocation and secrecy outage analysis," IEEE Trans. Information Forensics & Security, vol.17, pp.2906-2919, 2022. pdf
• C. Tan, S. Chen, G. Ji and X. Geng, "Multilabel distribution learning based on multi-output regression and manifold learning," IEEE Trans. Cybernetics, Vol.52, No.6, pp.5064-5078, 2022. pdf
• J. Guo, H. Chen, J. Zhang and S. Chen, "Structure parameter optimized kernel based online prediction with a generalized optimization strategy for nonstationary time series,"IEEE Trans. Signal Processing, Vol.70, pp.2698-2712, 2022. pdf
• S. Chen, "B-spline neural network assisted space-time equalization for single-carrier multiuser nonlinear frequency-selective MIMO uplink," WSEAS Trans. Communications, Vol.21, pp.155-169, 2022. pdf
• X. Sun, C. Chen, X. Wang, J. Dong, H. Zhou and S. Chen, ``Gaussian dynamic convolution for efficient single-image segmentation," IEEE Trans. Circuits and Systems for Video Technology, Vol.32, No.5, pp.2937-2948, 2022. pdf
• T. Liu, S. Chen, S. Liang, S. Gan and C.J. Harris, "Multi-output selective ensemble identification of nonlinear and nonstationary industrial processes," IEEE Trans. Neural Networks and Learning Systems, Vol.33, No.5, pp.2162-2388, 2022. pdf
• Z. Huang, D. He, J. Chen, Z. Wang and S. Chen, "Autoencoder with fitting network for Terahertz wireless communications: A deep learning approach," China Communications, Vol.19, No.3, pp.172-180, 2022. pdf
• M. Tahir, Z. Halim, A.U. Rahmanm, M. Waqas, S. Tu, S. Chen and Z. Han, "Non-acted text and keystrokes database and learning methods to recognize emotions," ACM Trans. Multimedia Computing, Communications, and Applications, Vol.18, No.2, pp.1-24, 2022. pdf
• U. Awada, J. Zhang, S. Chen and S. Li, "AirEdge: A dependency-aware multi-task orchestration in federated aerial computing," IEEE Trans. Vehicular Technology, Vol.71, No.1, pp.805-819, 2022. pdf

Invited talk

• Adaptive Deep Neural Networks for Multi-output Nonlinear and Nonstarionary Regression. Department of Computer Science, University of Aberystwyth, August 31, 2022. slides

2021

Journal paper

• D. He, Z. Wang, T.Q.S. Quek, S. Chen and L. Hanzo, "Deep learning-assisted TeraHertz QPSK detection relying on single-bit quantization," IEEE Trans. Communications, Vol.69, No.12, pp.8175-8187, 2021. pdf
• S. Gong, C. Xing, Y. Jing, S. Wang, J. Wang, S. Chen and L. Hanzo, "A unified MIMO optimization framework relying on the KKT conditions," IEEE Trans. Communications, Vol.69, No.11, pp.7251-7268, 2021. pdf
• K. Ma, D. He, H. Sun, Z. Wang and S. Chen, "Deep learning assisted calibrated beam training for millimeter-wave communication systems," IEEE Trans. Communications, Vol.69, No.10, pp.6706-6721, 2021. pdf
• T. Zhang, M. Waqas, H. Shen, Z. Liu, S. Tu, Y. Li, Z. Halim and S. Chen, "A neural network architecture optimizer based on DARTS and generative adversarial learning," Information Sciences, Vol.581, pp.448-468, 2021. pdf
• X. Zuo, J. Zhang, Sheng Chen and X. Mu, "Beam selection assisted UAV-BS deployment and trajectory for beamspace mmWave systems," Wireless Communications and Mobile Computing, Vol.2021, Article ID 1363586, pp.1-21, 2021. pdf
• Q. Zhao, J. Dong, H. Yu and S. Chen, "Distilling ordinal relation and dark knowledge for facial age estimation," IEEE Trans. Neural Networks and Learning Systems, Vol.32, No.7, pp.3108-3121, 2021. pdf
• S. Chen, S.X. Ng, E. Khalaf, A. Morfeq and N. Alotaibi, "Particle swarm optimization assisted B-spline neural network based predistorter design to enable transmit precoding for nonlinear MIMO downlink," Neurocomputing, Vol.458, pp.336-348, 2021. pdf
• Y. Ju, J. Dong and S. Chen, "Recovering surface normal and arbitrary images: A dual regression network for photometric stereo," IEEE Trans. Image Processing, Vol.30, pp.3676-3690, 2021. pdf
• J. Zhang, S. Chen, F. Wang, S.X. Ng, R.G. Maunder and L. Hanzo, "Priority-aware secure precoding based on multi-objective symbol error ratio optimization," IEEE Trans. Communications, Vol.69, No.3, pp.1912-1929, 2021. pdf
• C. Xing, S. Wang, S. Chen, S. Ma, H.V. Poor and L. Hanzo, "Matrix-monotonic optimization -- Part II: Multi-variate optimization," IEEE Trans. Signal Processing, Vol.69, pp.179-194, 2021. pdf
• C. Xing, S. Wang, S. Chen, S. Ma, H.V. Poor and L. Hanzo, "Matrix-monotonic optimization -- Part I: Single-variate optimization," IEEE Trans. Signal Processing, Vol.69, pp.738-754, 2021. pdf

Conference paper

• U. Awada, J. Zhang, S. Chen and S. Li, "Air-to-air collaborative learning: A multi-task orchestration in federated aerial computing," in Proc. IEEE CLOUD 2021, Sep. 5-10, 2021, pp.1-10. pdf

Invited talk

• Towards Fully Adaptive Deep Neural Networks. Plenary Speech at 2021 International Conference on Life System Modeling and Simulation and International Conference on Intelligent Computing for Sustainable Energy and Environment, Hangzhou, China, October 30 - November 1, 2021. slides

2020

Journal paper

• L. Qiao, J. Zhang, Z. Gao, S. Chen and L. Hanzo, "Compressive sensing based massive access for IoT relying on media modulation aided machine type communications," IEEE Trans. Vehicular Technology, Vol.69, No.9, pp.10391-10396, 2020. pdf
• S. Gong, C. Xing, V.K.N. Lau, S. Chen and L. Hanzo, "Majorization-minimization aided hybrid transceivers for MIMO interference channels," IEEE Trans. Signal Processing, Vol.68, pp.4903-4918, 2020. pdf
• T. Liu, S. Chen, S. Liang, D. Du and C.J. Harris, "Fast tunable gradient RBF networks for online modeling of nonlinear and nonstationary dynamic processes," J. Process Control, Vol.93, pp.53-65, 2020. pdf
• M. Waqas, Y. Niu, Y. Li, M. Ahmed, D. Jin, S. Chen and Z. Han, "A comprehensive survey on mobility-aware device-to-device communications: Principle, practice and challenges," IEEE Communications Surveys and Tutorials, Vol.22, No.3, pp.1863-1886, 2020. pdf
• X. Zhang, S. Chen and L. Hanzo, "On the discrete-input continuous-output memorylessthe channel capacity of layered ACO-OFDM," J. Lightwave Technology, Vol.38, No.18, pp.4955-4968, 2020. pdf
• C. Xing, X. Zhao, S. Wang, W. Xu, S.X. Ng and S. Chen, "Hybrid transceiver optimization for multi-hop communications," IEEE J. Selected Areas Communications, Vol.38, No.8, pp.1880-1895, 2020. pdf
• C. Xing, D. Liu, S. Gong, W. Xu, S. Chen and L. Hanzo, "Training optimization for hybrid MIMO communication systems," IEEE Trans. Wireless Communications, Vol.19, No.8, pp.~5473-5487, 2020. pdf
• X. Hong, J. Gao and S. Chen, "Semi-blind joint channel estimation and data detection on sphere manifold for MIMO with high-order QAM signaling," J. Franklin Institute, Vol.357, No.9, pp.5680-5697, 2020. pdf
• P. Zhao, K. Ma, Z. Wang and S. Chen, "Virtual angular-domain channel estimation for FDD based massive MIMO systems with partial orthogonal pilot design," IEEE Trans. Vehicular Technology, Vol.69, No.5, pp.5164-5178, 2020. pdf
• T. Liu, S. Chen, S. Liang and C.J. Harris, "Growing and pruning selective ensemble regression for nonlinear and nonstationary systems," IEEE Access, Vol.8, No.1, pp.73278-73292, 2020. pdf
• T. Liu, S. Chen, S. Liang, S. Gan and C.J. Harris, "Fast adaptive gradient RBF networks for online learning of nonstationary time series," IEEE Trans. Signal Processing, Vol.68, No.1, pp.2015-2030, 2020. pdf
• Z. Sha, Z. Wang, S. Chen and L. Hanzo, "Graph theory based beam scheduling for inter-cell interference avoidance in mmWave cellular networks," IEEE Trans. Vehicular Technology, Vol.69, No.4, pp.3929-3942, 2020. pdf
• R. Xu, Y. Li and S. Chen, "On the opportunistic topology of taxi networks in urban mobility environment," IEEE Trans. Big Data, Vol.6, No.1, pp.171-188, 2020. pdf
• X. Guo, J. Zhang, S. Chen, C. Zhu and J. Yang, "Optimal uplink pilot-data power allocation for large-scale antenna array aided OFDM systems," IEEE Trans. Vehicular Technology, Vol.69, No.1, pp.428-442, 2020. pdf
• S. Chen, S.X. Ng, E. Khalaf, A. Morfeq and N. Alotaibi, "Multiuser detection for nonlinear MIMO uplink," IEEE Trans. Communications, Vol.68, No.1, pp.207-219, 2020. pdf
• T. Liu, S. Chen, S. Liang and C.J. Harris, "Selective ensemble of multiple local model learning for nonlinear and nonstationary systems," Neurocomputing, Vol.378, pp.98-111, 2020. pdf

2019

Journal paper

• A. Liao, Z. Gao, H. Wang, S. Chen, M.-S. Alouini and H. Yin, "Closed-loop sparse channel estimation for wideband mmWave FD-MIMO systems," IEEE Trans. Communications, Vol.67, No.12, pp.8329-8345, 2019. pdf
• Y. Niu, L. Yu, Y. Li, Z. Zhong, B. Ai and S. Chen, "Device-to-device communications enabled multicast scheduling with the multi-level codebook in mmWave small cells," Mobile Networks and Applications, Vol.24, No.5, pp.1603-1617, 2019. pdf
• X. Deng, X. Tian, S. Chen and C.J. Harris, "Deep principal component analysis based on layer-wise feature extraction and its application to nonlinear process monitoring," IEEE Trans. Control Systems Technology, Vol.27, No.6, pp.2526-2540, 2019. pdf
• S. Gong, S. Wang, S. Chen, C. Xing and L. Hanzo, "Robust energy efficiency optimization for amplify-and-forward MIMO relaying systems," IEEE Trans. Wireless Communications, Vol.18, No.9, pp.4326-4344, 2019. pdf
• X. Xiao, X. Hou, C. Wang, Y. Li, P. Hui and S. Chen, "JamCloud: Turning traffic jams into computation opportunities - Whose time has come," IEEE Access, Vol.7, pp.115797-115815, 2019. pdf
• G. Zhao, S. Chen, L. Qi, L. Zhao and L. Hanzo, "Mobile-traffic-aware offloading for energy- and spectrum-efficient large-scale D2D-enabled cellular networks," IEEE Trans. Wireless Communications, Vol.18, No.6, pp.3251-3264, 2019. pdf
• M. Zhang, H. Fu, Y. Li and S. Chen, "Understanding urban dynamics from massive mobile traffic data," IEEE Trans. Big Data, Vol.5, No.2, pp.266-278, 2019. pdf
• K. Daqrouq, S. Chen, E. Khalaf, A. Morfeqa, M. Sheikha, A. Qatawneh and A. AL-Khateeb, "Wavelet entropy based probabilistic neural network for classification," Current J. Applied Science and Technology, Vol.34, No.5, pp.1-7, 2019. pdf
• Z. Sha, Z. Wang and S. Chen, "Harmonic retrieval based baseband channel estimation for millimeter wave OFDM systems," IEEE Trans. Vehicular Technology, Vol.68, No.3, pp.2668-2681, 2019. pdf
• T. Mao, Q. Wang, Z. Wang and S. Chen, "Novel index modulation techniques: A survey," IEEE Communications Surveys and Tutorials, Vol.21, No.1, pp.315-348, 2019. pdf
• J. Zhang, S. Chen, X. Guo, J. Shi and L. Hanzo, "Boosting fronthaul capacity: global optimization of power sharing for centralized radio access network," IEEE Trans. Vehicular Technology, Vol.68, No.2, pp.1916-1929, 2019. pdf
• X. Zhang, Z. Babar, R. Zhang, S. Chen and L. Hanzo, "Multi-class coded layered asymmetrically clipped optical OFDM" ,IEEE Trans. Communications, Vol.67, No.1. pp.578-589, 2019. pdf

Conference paper

• T. Liu, S. Liang, S. Chen and C.J. Harris, "A multiple local model learning for nonlinear and time-varying microwave heating process," in Proc. IJCNN 2019 (Budapest, Hungary), Jul. 14-19, 2019, pp.1-8. pdf slides
• Z. Sha, Z. Wang, J. Cao, C. Sun, S. Chen and L. Hanzo, "Early-late coordinated beam-scheduling aided mmWave cellular networks," in Proc. Globecom 2019 (Walkoloa, HI), Dec. 9-13, 2019, pp.1-7. pdf slides

Invited talk

• Growing and Pruning Selective Ensemble Regression over Drifting Data Streams. Plenary talk at 2019 International Conference on Intelligent Computing, Nanchang, China, August 3-6, 2019. slides
• Towards Any-Where Any-Time Greener 5G. Plenar speak at 2019 IEEE International Conference on Communication Technology, Xian, China, October 16-19, 2019. slides

2018

Journal paper

• J. Zhang, S. Chen, R.G. Maunder, R. Zhang and L. Hanzo, "Regularized zero-forcing precoding-aided adaptive coding and modulation for large-scale antenna array-based air-to-air communications," IEEE J. Selected Areas Communications, Vol.36, No.9, pp.2087-2103, 2018. pdf
• W. Liu, Z. Wang, J. Cao, S. Chen and L. Hanzo, "Partially-activated conjugate beamforming for LoS massive MIMO communications," IEEE Access, Vol.6, pp.56504-56513, 2018. pdf
• W. Shao, S. Chen and C.J. Harris, "Adaptive soft sensor development for multi-output industrial processes based on selective ensemble learning," IEEE Access, Vol.6, pp.55628-55642, 2018. pdf
• X. Chen, Y. Zhao, Y. Li, X. Chen, N Ge and S. Chen, "Social trust aided D2D communications: Performance bound and implementation mechanism," IEEE J. Selected Areas Communications, Vol.36, No.7, pp.1593-1608, 2018. pdf
• J. Chen, Z. Wang, W. Xiang and S. Chen, "Outage probability region and optimal power allocation for uplink SCMA systems," IEEE Trans. Communications, Vol.66, No.10, pp.4965-4980, 2018. pdf
• S. Gong, S. Wang, S. Chen, C. Xing and X. Wei, "Time-invariant joint transmit and receive beampattern optimization for polarization-subarray based frequency-diverse-array radar," IEEE Trans. Signal Processing, Vol.66, No.20, pp.5364-5379, 2018. pdf
• L. Dai, B. Wang, Z. Ding, Z. Wang, S. Chen and L. Hanzo, "A survey of non-orthogonal multiple access for 5G," IIEEE Communications Surveys and Tutorials, Vol.20, No.3, pp.2294-2323, 2018. pdf
• D. Xu, Y. Li, J. Li, H. Pan, S. Chen and J. Crowcroft, "A survey of opportunistic offloading," IEEE Communications Surveys and Tutorials, Vol.20, No.3, pp.2190-2236, 2018. pdf
• J. Zhang, S. Chen, R. Zhang, A.F. Al Rawi and L. Hanzo, "Differential evolutionary algorithm aided turbo channel estimation and multi-user detection for G.Fast systems in the presence of FEXT," IEEE Access, Vol.6, pp.33111-33128, 2018. pdf
• H. Yan, J. Liu, Y. Li, D. Jin and S. Chen, "Spatial popularity and similarity of watching videos in large-scale urban environment," IEEE Trans. Network and Service Management, Vol.15, No.2, pp.797-810, 2018. pdf
• M. Waqas, M. Ahmed, Y. Li, D. Jin and S. Chen, "Social-aware secret key generation for secure device-to-device communication via trusted and non-trusted relays," IEEE Trans. Wireless Communications, Vol.17, No.6, pp.3918-3930, 2018. pdf
• G. Zhao, S. Chen, L. Zhao and L. Hanzo, "Energy-spectral-efficiency analysis and optimization of heterogeneous cellular networks: A large-scale user behaviors perspective," IEEE Trans. Vehicular Technology, Vol.67, No.5, pp.4098-4112, 2018. pdf
• S. Gong, C. Xing, S. Chen and Z. Fei, "Polarization sensitive array based physical-layer security," IEEE Trans. Vehicular Technology, Vol.67, No.5, pp.3964-3981, 2018. pdf
• M.I. Kadir, Zhang, S. Chen and L. Hanzo, "Entropy coding aided adaptive subcarrier-index modulated OFDM," IEEE Access, Vol.6, pp.7739-7752, 2018. pdf
• Z. Zhou, N. Ge, Z. Wang and S. Chen, "Hardware-efficient hybrid precoding for millimeter wave systems with multi-feed reflectarrays," IEEE Access, Vol.6, pp.6795-6806, 2018. pdf
• X. Deng, X. Tian, S. Chen and C.J. Harris, "Nonlinear process fault diagnosis based on serial principle component analysis," IEEE Trans. Neural Networks and Learning Systems, Vol.29, No.3, pp.560-572, 2018. pdf
• J. Zhang, S. Chen, R.G. Maunder, R. Zhang and L. Hanzo, "Adaptive coding and modulation for large-scale antenna array-based aeronautical communications in the presence of co-channel interference," IEEE Trans. Wireless Communications, Vol.17, No.2, pp.1343-1357, 2018. pdf

Conference paper

• A. Samanta, Y. Li and S. Chen, "QoS-aware heuristic scheduling with delay-constraint for WBSNs," in Proc. ICC 2018 (Kansas City, MO), May 20-24, 2018, pp.1-7. pdf

2017

Journal paper

• S. Chen, X. Hong, E. Khalaf, F.E. Alsaadi and C.J. Harris, "Comparative performance of complex-valued B-spline and polynomial models applied to iterative frequency-domain decision feedback equalization of Hammerstein channels," IEEE Trans. Neural Networks and Learning Systems, Vol.28, No.12, pp.2872-2884, 2017. pdf
• C Gao, H. Zhang, X. Chen, Y. Li, D. Jin and S. Chen, "Impact of selfishness in device-to-device communication underlaying cellular networks," IEEE Trans. Vehicular Technology, Vol.66, No.10, pp.9338-9349, 2017. pdf
• X. Zhang, Q. Wang, R. Zhang, S. Chen and L. Hanzo, "Performance analysis of layered ACO-OFDM," IEEE Access, Vol.5, pp.18366-18381, 2017. pdf
• C. Gao, Y. Li, Y. Zhao and S. Chen, "A two-level game theory approach for joint relay selection and resource allocation in network coding assisted D2D communications," IEEE Trans. Mobile Computing, Vol.16, No.10, pp.2697-2711, 2017. pdf
• C. Gao, Y. Li, Y. Niu, D. Jin, S. Chen and Z. Han, "Evaluating the impact of user behavior on D2D communications in millimeter-wave small cells," IEEE Trans. Vehicular Technology, Vol.66, No.7, pp.6362-6377, 2017. pdf
• G. Zhao, S. Chen, L. Zhao and L. Hanzo, "Joint energy-spectral-efficiency optimization of CoMP and BS deployment in dense large-scale cellular networks," IEEE Trans. Wireless Communications, Vol.16, No.7, pp.4832-4847, 2017. pdf
• X. Hong and S. Chen, "Recursive least squares semi-blind beamforming for MIMO using decision directed adaptation and constant modulus criterion," Int. J. Automation and Computing, Vol.14, No.4, pp.442-449, 2017. pdf
• Y. Zhou, Z. Fei, S. Yang, J. Kuang, S. Chen and L. Hanzo, "Joint angle estimation and signal reconstruction for coherently distributed sources in massive MIMO systems based on 2D unitary ESPRIT," IEEE Access, Vol.5, pp.9632-9646, 2017. pdf
• Z. Wang, W. Liu, C. Qian, S. Chen and L. Hanzo, "Two-dimensional precoding scheme for 3-D massive MIMO," IEEE Trans. Vehicular Technology, Vol.66, No.6, pp.5488-5493, 2017. pdf
• S. Gong, C. Xing, S. Chen and Z. Fei, "Secure communications for dual-polarized MIMO systems," IEEE Trans. Signal Processing, Vol.65, No.16, pp.4177-4192, 2017. pdf
• X. Guo, J. Zhang, S. Chen, X. Mu and L. Hanzo, "Two-stage time-domain pilot contamination elimination in large-scale multiple-antenna aided and TDD based OFDM systems," IEEE Access, Vol.5, pp.8629-8641, 2017. pdf
• X. Hong, S. Chen, Y. Guo, and J. Gao, "$l^1$-norm penalized orthogonal forward regression," Int. J. Systems Science, Vol.48, No.10, pp.2195-2201, 2017. pdf
• F. Wang, Z. Wang and S. Chen, "Efficient and reliable slice allocation for multi-services in DVB-T2 systems," IET Communications, Vol.11, No.6, pp.837-845, 2017. pdf
• S. Chen, X. Hong, E. Khalaf, A. Morfeq, N. Alotaibi and C.J. Harris, "Single-carrier frequency-domain equalization with hybrid decision feedback equalizer for Hammerstein channels containing nonlinear transmit amplifier," IEEE Trans. Wireless Communications, Vol.16, No.5, pp.3341-3354, 2017. pdf
• W. Liu, Z. Wang, C. Sun, S. Chen and L. Hanzo, "Structured non-uniformly spaced rectangular antenna array design for FD-MIMO systems," IEEE Trans. Wireless Communications, Vol.16, No.5, pp.3252-3266, 2017. pdf
• T. Mao, Z. Wang, Q. Wang, S. Chen and L. Hanzo, "Dual-mode index modulation aided OFDM," IEEE Access, Vol.5, pp.50-60, 2017. pdf
• X. Hong, J. Gao and S. Chen, "Zero attracting recursive least square algorithms," IEEE Trans. Vehicular Technology, Vol.66, No.1, pp.213-221, 2017. pdf
• X. Deng, X. Tian, S. Chen and C.J. Harris, "Fault discriminant enhanced kernel principal component analysis incorporating prior fault information for monitoring nonlinear processes," Chemometrics and Intelligent Laboratory Systems, Vol.162, pp.21-34, 2017. pdf
• L. Cai, X. Tian and S. Chen, "Monitoring nonlinear and non-Gaussian processes using Gaussian mixture model based weighted kernel independent component analysis," IEEE Trans. Neural Networks and Learning Systems, Vol.28, No.1, pp.122-134, 2017. pdf

Conference paper

• S. Gong, C. Xing, S. Chen, N. Yang and Y. Zhou, "Robust energy-efficient precoding optimization for dual-polarized multiuser MIMO downlink," in Proc. ICCC 2017 (Chengdu, China), Dec. 13-16, 2017, pp.1-5. pdf
• X. Deng, X. Tian, S. Chen and C.J. Harris, "Deep learning based nonlinear principal component analysis for industrial process fault detection," in Proc. IJCNN 2017 (Anchorage, Alaska), May 14-19, 2017, pp.1-7. pdf poster

2016

Journal paper

• Z. Wang, P. Zhao, C. Qian and S. Chen, "Location-aware channel estimation enhanced TDD based massive MIMO," IEEE Access, Vol.4, pp.7828-7840, 2016. pdf
• H. Chen, Y. Gong, X. Hong and S. Chen, "A fast adaptive tunable RBF network for nonstationary systems," IEEE Trans. Cybernetics, Vol.46, No.12, pp.2683-2692, 2016. pdf
• X. Guo, S. Chen, J. Zhang, X. Mu and L. Hanzo, "Optimal pilot design for pilot contamination elimination/reduction in large-scale multiple-antenna aided OFDM systems," IEEE Trans. Wireless Communications, Vol.15, No.11, pp.7229-7243, 2016. pdf
• Y. Ma, S. Chen, C. Xing, X. Bu and L. Hanzo, "Decomposition optimization algorithms for distributed multiple radar systems," IEEE Trans. Signal Processing, Vol.64, No.24, pp.6443-6458, 2016. pdf
• Z. Gao, L. Dai, Z. Wang, S. Chen and L. Hanzo, "Compressive-sensing-based multi-user detector for the large-scale SM-MIMO uplink," IEEE Trans. Vehicular Technology, Vol.65, No.10, pp.8725-8730, 2016. pdf
• C. Wang, Y. Li, D. Jin and S. Chen, "On the serviceability of mobile vehicular cloudlets in large-scale urban environment," IEEE Trans. Intelligent Transportation Systems, Vol.17, No.10, pp.2960-2970, 2016. pdf
• P. Zhao, Z. Wang, C. Qian, L. Dai and S. Chen, "Location-aware pilot assignment for massive MIMO systems in heterogeneous networks," IEEE Trans. Vehicular Technology, Vol.65, No.8, pp.6815-6821, 2016. pdf
• J. Jiang, P. Zhang, R. Zhang, S. Chen and L. Hanzo, "Aperture selection for ACO-OFDM in free-space optical turbulence channel," IEEE Trans. Vehicular Technology, Vol.65, No.8, pp.6089-6100, 2016. pdf
• F. Wang, Z. Wang, Z. Yang and S. Chen, "Contact duration aware cache refreshing for mobile opportunistic networks," IET Networks, Vol.5, No.4, pp.93-103, 2016. pdf
• W. Feng, Y. Li, D. Jin, L. Su and S. Chen, "Millimeter-wave backhaul for 5G networks: Challenges and solutions," Sensorsy, Vol.16, No.6, article 892, pp.1-17, 2016. pdf
• X Hou, Y. Li, M. Chen, D. Wu, D. Jin and S. Chen, "Vehicular fog computing: A viewpoint of vehicles as the infrastructures," IEEE Trans. Vehicular Technology, Vol.65, No.6, pp.3860-3873, 2016. (IEEE Vehicular Technology Society 2019 Jack Neubauer Memorial Award) pdf
• F. Xu, Y. Li, M. Chen and S. Chen, "Mobile cellular big data: Linking cyberspace and the physical world with social ecology," IEEE Network, Vol.30, No.3, pp.6-12, 2016. pdf
• G. Zhao, S. Chen, L. Zhao and L. Hanzo, "A tele-traffic-aware optimal base-station deployment strategy for energy-efficient large-scale cellular networks," IEEE Access, Vol.4, pp.2083-2095, 2016. pdf
• M. Yang, Y. Li, B. Li, D. Jin and S. Chen, "Service oriented 5G network architecture: An end-to-end software defining approach," Int. J. Communication Systems, Vol.29, No.10, pp.1645-1657, 2016. pdf
• X. Zhu, Z. Wang, C. Qian, L. Dai, J. Chen. S. Chen and L. Hanzo, "Soft pilot reuse and multicell block diagonalization precoding for massive MIMO systems," IEEE Trans. Vehicular Technology, Vol.65, No.5, pp.3285-3298, 2016. pdf
• X. Hou, Y. Li, D. Jin, D.O. Wu and S. Chen, "Modeling the impact of mobility on the connectivity of vehicular networks in large-scale urban environment," IEEE Trans. Vehicular Technology, Vol.65, No.4, pp.2753-2758, 2016. pdf
• Y. Niu, Y. Li, M. Chen, D. Jin and S. Chen, "A cross-layer design for a software defined millimeter-wave mobile broadband system," IEEE Communications Magazine, Vol.54, No.2, pp.124-130, 2016. pdf
• Y. Li, D. Jin, P. Hui and S. Chen, "Contact-aware data replication in roadside unit aided vehicular opportunistic networks," IEEE Trans. Mobile Computing, Vol.15, No.2, pp.306-321, 2016. pdf
• X. Hong, S. Chen and V.M. Becerra, "Sparse density estimator with tunable kernels," Neurocomputing, Vol.173, pp.1976-1982, 2016. pdf

Conference paper

• H. Yan, J. Liu. Y. Li, D. Jin and S. Chen, "Spatial popularity and similarity of watching videos in a large city," in Proc. Globecom 2016 (Washington, DC, USA), Dec. 4-8, 2016, pp.1-7. pdf
• J. Ding, X. Liu, Y. Li, D. Wu, D. Jin and S. Chen, "Measurement-driven capability modeling for mobile data networks in large-scale urban environment," in Proc. IEEE MASS 2016 (Brasilia, Brazil), Oct. 10-13, 2016, pp.1-9. pdf
• X. Deng, X. Tian, S. Chen and C.J. Harris, "Statistics local fisher discriminant analysis for industrial process fault classification," in Proc. UKACC Control 2016 (Belfast, UK), Aug.31-Sep.2, 2016, pp.1-6. pdf
• S. Chen, X. Hong, E. Khalaf, F.E. Alsaadi and C.J. Harris, "Complex-valued B-spline neural network and its application to iterative frequency-domain decision feedback equalization for Hammerstein communication systems," in Proc. IJCNN 2016 (Vancouver, Canada), July 25-29, 2016, pp.1-8. pdf slides

Talk

• S. Chen, X. Guo and L. Hanzo, ``Pilot contamination: is it really a stumbling block for massive MIMO?'' invited talk at Toshiba Research Europe, Bristol, 26/09/2016 slides

2015

Journal paper

• H. Zhang, Y. Li, D. Jin, M.M. Hassan, A. Alelaiwi and S. Chen, "Buffer-aided D2D communications: opportunities and challenges," IEEE Communications Magazine, Vol.53, No.12, pp.67-74, 2015. pdf
• X. Hong, S. Chen, J. Gao and C.J. Harris, "Nonlinear identification using orthogonal forward regression with nested optimal regularization," IEEE Trans. Cybernetics, Vol.45, No.12, pp.2925-2936, 2015. pdf
• Z. Gao, L. Dai, Z. Wang and S. Chen, "Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO," IEEE Trans. Signal Processing, Vol.63, No.23, pp.6169-6183, 2015. pdf
• X. Hong, J. Gao, S. Chen and T. Zia, "Sparse density estimation on the multinomial manifold," IEEE Trans. Neural Networks and Learning Systems, Vol.26, No.11, pp.2972-2927, 2015. pdf
• J. Tan, Q. Wang, C. Qian, Z. Wang, S. Chen and L. Hanzo, "A reduced-complexity demapping algorithm for BICM-ID systems," IEEE Trans. Vehicular Technology, Vol.64, No.9, pp.4350-4356, 2015. pdf
• C. Qian, Z. Wang, Z. Lu, L. Dai and S. Chen, "Coded MIMO with asymmetric constellation sizes," IEEE Trans. Vehicular Technology, Vol.64, No.9, pp.4338-4344, 2015. pdf
• H. Zhang, S. Chen, L. Feng, Y. Xie and L. Hanzo, "A universal approach to coverage probability and throughput analysis for cellular networks," IEEETrans. Vehicular Technology, Vol.64, No.9, pp.4245-4256, 2015. pdf
• Y. Li, S. Su and S. Chen, "Social-aware resource allocation for device-to-device communications underlaying cellular networks," IEEE Wireless Communications Letters, Vol.4, No.3, pp.293-296, 2015. pdf
• M. Yang, Y. Li, L. Hu, B. Li, D. Jin, S. Chen and Z. Yan, "Cross-layer software-defined 5G network," Mobile Networks & Applications, Vol.20, No.3, pp.400-409, 2015. pdf
• M.I. Kadir, S. Sugiura, S. Chen and L. Hanzo, "Unified MIMO-multicarrier designs: a space-time shift keying approach," IEEE Communications surveys and Tutorials, Vol.17, No.2, pp.550-579, 2015. pdf
• W. Shao, X. Tian, P. Wang, X. Deng and S. Chen, "Online soft sensor design using local partial least squares models with adaptive process state partition," Chemometrics and Intelligent Laboratory Systems, Vol.144, pp.108-121, 2015. pdf
• S. Chen, X. Hong, E. Khalaf, A. Morfeq and N. Alotaibi, "Adaptive B-spline neural network based nonlinear equalization for high-order QAM systems with nonlinear transmit high power amplifier," Digital Signal Processing, Vol.40, pp.238-249, 2015. pdf
• Y. Li, P. Hui, D. Jin and S. Chen, "Delay-tolerant network protocol testing and evaluation," IEEE Communications Magazine, Vol.53, No.1, pp.258-266, 2015. pdf
• P. Zhang, S. Chen and L. Hanzo, "Two-tier channel estimation aided near-capacity MIMO transceivers relying on norm-based joint transmit and receive antenna selection," IEEE Trans. Wireless Communications, Vol.14, No.1, pp.122-137, 2015. pdf
• Z. Gao, C. Zhang, Z. Wang and S. Chen, "Priori-information aided iterative hard threshold: a low-complexity high-accuracy compressive sensing based channel estimation for TDS-OFDM," IEEE Trans. Wireless Communications, Vol.14, No.1, pp.242-251, 2014. pdf
• X.M. Tian, L.F. Cai and S. Chen, "Noise-resistant joint diagonalization independent component analysis based process fault detection," Neurocomputing, Vol.149, pp.652-666, 2015. pdf
• X. Hong and S. Chen, "Elastic net orthogonal forward regression," Neurocomputing, Vol.148, pp.551-560, 2015. pdf

Conference paper

• H. Zhang, Y. Li, D. Jin and S. Chen, "Selfishness in device-to-device communication underlaying cellular networks," in Proc. ICC 2015, Workshop on Device-to-Device Communication for Cellular and Wireless Networks (London, UK), June 8-12, 2015, pp.1-5. pdf
• Z. Wang, C. Qian, L. Dai, J. Chen, C. Sun and S. Chen, "Location-based channel estimation and pilot assignment for massive MIMO systems," in Proc. ICC 2015, Workshop on 5G & Beyond - Enabling Technologies and Applications (London, UK), June 8-12, 2015, pp.1-5. pdf
• P. Zhao, C. Qian, Z. Wang, L. Dai and S. Chen, "Shuffled iterative receiver for LDPC-coded MIMO systems," in Proc. ICC 2015 (London, UK), June 8-12, 2015, pp.1-6. pdf

2014

Journal paper

• Y. Li, D. Jin, P. Hui, Z. Wang and S. Chen, "Limits of predictability for large-scale urban vehicular mobility," IEEE Trans. Intelligent Transport Systems, Vol.15, No.6, pp.2671-2682, 2014. pdf
• H. Chen, Y. Gong, X. Hong and S. Chen, "Adaptive nonlinear equalizer using a mixture of Gaussians based on-line density estimator," IEEE Trans. Vehicular Technology, Vol.63, No.9, pp.4265-4276, 2014. pdf
• Y. Li, C. Song, D. Jin and S. Chen, "A dynamic graph optimization framework for multihop device-to-device communication underlaying cellular networks," IEEE Wireless Communications, Issue 5, pp.52-61, Oct. 2014. pdf
• M.I. Kadir, S. Chen, K.V.S. Hari, K. Giridhar and L. Hanzo, "OFDM-aided differential space-time shift keying using iterative soft multiple-symbol differential sphere decoding," IEEE Trans. Vehicular Technology, Vol.63, No.8, pp.4102-4108, 2014. pdf
• X. Hong, S. Chen, Y. Gong and C.J. Harris, "Nonlinear equalization of Hammerstein OFDM systems," IEEE Trans. Signal Proceesing, Vol.62, No.21, pp.5629-5639, 2014. pdf
• J. Zhang, B. Zhang, S. Chen, X. Mu, M. El-Hajjar and L. Hanzo, "Pilot contamination elimination for large-scale multiple-antenna aided OFDM systems," IEEE J. Selected Topics in Signal Processing, Special Issue on Signal Processing for Large-Scale MIMO Communications, Vol.8, No.5, pp.759-772, 2014. pdf
• S. Chen, X. Hong, J.B. Gao, and C.J. Harris, "Complex-valued B-spline neural networks for modeling and inverting Hammerstein systems," IEEE Trans. Neural Networks and Learning Systems, Vol.25, No.9, pp.1673-1685, 2014. pdf
• X. Hong, S. Chen, C.J. Harris and E. Khalaf, "Single-carrier frequency domain equalization for Hammerstein communication systems using complex-valued neural networks," IEEE Trans. Signal Processing, Vol.62, No.17, pp.4467-4478, 2014. pdf
• Y. Li, D. Jin, Z. Wang, P. Hui, L. Zeng and S. Chen, "A Markov jump process model for urban vehicular mobility: Modeling and application," IEEE Trans. Mobile Computing, Vol.13, No.9, pp.1911-1926, 2014. pdf
• X. Hong, S. Chen, A. Qatawneh, K. Daqrouq, M. Sheikh and A. Morfeq, "A radial basis function network classifier to maximise leave-one-output mutual information," Applied Soft Computing, Vol.23, pp.9-18, 2014. pdf
• Y. Li, M. Qian, D. Jin, P. Hui, Z. Wang and S. Chen, "Multiple mobile data offloading through disruption tolerant networks," IEEE Trans. Mobile Computing, Vol.13, No.7, pp.1579-1596, 2014. pdf
• Y. Li, Z. Wang, D. Jin and S. Chen, "Optimal mobile content downloading in device-to-device communication underlaying cellular networks," IEEE Trans. Wireless Communications, Vol.13, No.7, pp.3596-3608, 2014. pdf
• Y. Li, T. Wu, P. Hui, D. Jin and S. Chen, "Social-aware D2D communications: Qualitative insights and quantitative analysis," IEEE Communications Magazine, Vol.52, No.6, pp.150-158, 2014. pdf
• Z. Wang, Q. Wang, S. Chen and L. Hanzo, "An adaptive scaling and biasing scheme for OFDM-based visible light communication systems," Optics Express, Vol.22, No.10, pp.12707-12715, 2014. pdf
• M. Gao, X. Hong, S. Chen, C.J. Harris and E. Khalaf, "PDFOS: PDF estimation based over-sampling for imbalanced two-class problems," Neurocomputing, Vol.138, pp.248-259, 2014. pdf
• J. Zhang, S. Chen, X. Mu and L. Hanzo, "Evolutionary-algorithm-assisted joint channel estimation and turbo multiuser detection/decoding for OFDM/SDMA," IEEE Trans. Vehicular Technology, Vol.63, No.3, pp.1204-1222, 2014. pdf
• X.M. Tian, P. Wang, D.X. Huang and S. Chen, "Offset-free multistep nonlinear model predictive control under plant-model mismatch," Int. J. Adaptive Control and Signal Processing, Vol.28, Nos.3-5, pp.444-463, 2014. pdf
• X. Hong, S. Iplikci, S. Chen and K. Warwick, "A model-based PID controller for Hammerstein systems using B-spline neural networks," Int. J. Adaptive Control and Signal Processing, Vol.28, Nos.3-5, pp.412-428, 2014. pdf
• Y. Li, D. Jin, Z. Wang, L. Zeng and S. Chen, "Coding or not: Optimal mobile data offloading in opportunistic vehicular networks," IEEE Trans. Intelligent Transport Systems, Vol.15, No.1, pp.318-333, 2014. No.1, pp.439-446, 2014. pdf
• P. Zhang, S. Chen and L. Hanzo, "Embedded iterative semi-blind channel estimation for three-stage-concatenated MIMO-aided QAM turbo-transceivers," IEEE Trans. Vehicular Technology, Vol.63, No.1, pp.439-446, 2014. pdf
• Q. Wang, Q. Xie, Z. Wang, S. Chen and L. Hanzo, "A universal low-complexity symbol-to-bit soft demapper," IEEE Trans. Vehicular Technology, Vol.63, No.1, pp.119-130, 2014. pdf
• L.F. Cai, X.M. Tian and S. Chen, "A process monitoring method based on noisy independent component analysis," Neurocomputing, Vol.127, pp.231-246, March 15, 2014. pdf

Conference paper

• X. Hong, S. Chen and C.J. Harris, "B-spline neural network based single-carrier frequency domain equalisation for Hammerstein channels," in Proc. WCCI 2014 (Beijing, China), July 6-11, 2014, 8 pages. pdf
• S. Chen, X. Hong and C.J. Harris, "On-line Gaussian mixture density estimator for adaptive minimum bit-error-rate beamforming receivers," in Proc. WCCI 2014 (Beijing, China), July 6-11, 2014, 8 pages. pdf slides
• P. Zhang, S. Chen, C. Dong, L. Li and L. Hanzo, "Norm-based joint transmit/receive antenna selection aided and two-tier channel estimation assisted STSK systems," in Proc. ICC 2014 (Sydney, Australia), June 10-14, 2014, 6 pages. pdf slides

2013

Book chapter

• X. Hong, S. Chen and C.J. Harris, "Complex-valued B-spline neural networks for modeling and inverse of Wiener systems," Chapter 9 in: A. Hirose, ed. Complex-Valued Neural Networks: Advances and Applications, Hoboken, NJ: IEEE and Wiley, 2013, pp.209-233. pdf

Journal paper

• Q. Wang, Z. Wang, S. Chen and L. Hanzo, "Enhancing the decoding performance of optical wireless communication systems using receiver-side predistortion," Optics Express, Vol.21, No.25, pp.30295-30305, 2013. pdf
• X. Hong, J.B. Gao, S. Chen and C.J. Harris, "Particle swarm optimisation assisted classification using elastic net prefiltering," Neurocomputing, Vol.122, pp.210-220, 2013. pdf
• J. Zhang, N. Ge, Z. Wang and S. Chen, "Fast antijamming timing acquisition using multilayer synchronization sequence," IEEE Trans. Vehicular Technology, Vol.62, No.7, pp.3497-3503, 2013. pdf
• W. Wu, S. Chen and S. Qin, "Online estimation of ship dynamic flexure model parameters for transfer alignment," IEEE Trans. Control Systems Technology, Vol.21, No.5, pp.1666-1678, 2013. pdf
• X.G. Deng, X.M. Tian and S. Chen, "Modified kernel principal component analysis based on local structure analysis and its application to nonlinear process fault diagnosis," Chemometrics and Intelligent Laboratory Systems, Vol.127, pp.195-209, 2013. pdf
• M. Kadir, L. Li, S. Chen and L. Hanzo, "Successive decode-and-forward relaying aided coherent versus non-coherent cooperative multi-carrier space-time shift keying," IEEE Trans. Vehicular Technology, Vol.62, No.6, pp.2544-2557, 2013. pdf
• W. Wu, S. Qin, and S. Chen, "Coupling influence of ship dynamic flexure on high accuracy transfer alignment," Int. J. Modelling, Identification and Control, Vol.19, No.3, pp.224-234, 2013. pdf
• Y. Li, Z. Wang, L. Su, D. Jin and S. Chen,"An optimal relaying scheme for delay-tolerant networks with heterogeneous mobile nodes," IEEE Trans. Vehicular Technology, Vol.62, No.5, pp.2239-2252, 2013. pdf
• P. Zhang, S. Chen and L. Hanzo, "Differential space-time shift keying-aided successive-relaying-assisted decode-and-forward cooperative multiuser CDMA," IEEE Trans. Vehicular Technology, Vol.62, No.5, pp.2156--2169, 2013. pdf
• S. Wang, S. Chen, A.-H. Wang, J.-P. An and L. Hanzo "Joint timing and channel estimation for bandlimited long-code MC-DS-CDMA: the low-complexity near-optimal algorithm and the CRLB," IEEE Trans. Communications, Vol.61, No.5, pp.1998-2011, 2013. pdf
• P. Zhang, S. Chen and L. Hanzo, "Reduced-complexity near-capacity joint channel estimation and three-stage turbo detection for coherent space-time shift keying," IEEE Trans. Communications, Vol.61, No.5, pp.1902-1913, 2013. pdf
• X. Hong, R.J. Mitchell and S. Chen, "System identification of Wiener systems with B-spline functions using De Boor recursion," Int. J. Systems Science, Vol.44, No.9, pp.1666-1674, 2013. pdf
• S. Chen, X. Hong, Y. Gong and C.J. Harris, "Digital predistorter design using B-spline neural network and inverse of De Boor algorithm," IEEE Trans. Circuits and Systems I, Vol.60, No.6, pp.1584-1594, 2013. pdf
• X. Hong, S. Chen, A. Qatawneh, K. Daqrouq, M. Sheikh and A. Morfeq, "Sparse probability density function estimation using the minimum integrated square error," Neurocomputing, Vol.115, pp.122-129, 2013. pdf
• X. Hong, S. Chen and C.J. Harris, "Elastic net prefiltering for two class classification," IEEE Trans. Cybernetics, Vol.43, No.1, pp.286-295, 2013. pdf
• Y. Li, D. Jin, Z. Wang, L. Zeng and S. Chen, "Exponential and power law distribution of contact duration in urban vehicular ad hoc networks," IEEE Signal Processing Letters, Vol.20, No.1, pp.110-113, 2013. pdf
• M. Kadir, S. Sugiura, J. Zhang, S. Chen and L. Hanzo, "OFDMA/SC-FDMA aided space-time shift keying for dispersive multi-user scenarios," IEEE Trans. Vehicular Technology, Vol.62, No.1, pp.408-414, 2013. pdf

Conference paper

• M.I. Kadir, S. Chen and L. Hanzo, "A reduced-complexity detector for OFDMA/SC-FDMA-aided space-time shift keying," in Proc. VTC 2013-Fall (Las Vegas, USA), Sept. 2-5, 2013, 5 pages. pdf
• I. Dey, G.G. Messier, S. Magierowski and S. Chen, "Semi-blind iterative joint channel estimation and K-best sphere decoding for MIMO," in Proc. 2013 IEEE Pacific Rim Conf Communications, Computers and Signal Processing (Victoria, Canada), Aug.27-29, 2013, 4 pages. pdf
• X. Hong and S. Chen, "A fast algorithm for sparse probability density function construction," in Proc. 18th Int. Conf. Digital Signal Processing (Santorini, Greece), July 1-3, 2013, 6 pages. pdf
• X. Hong, Y. Guo, S. Chen and J. Gao, "Sparse model construction using coordinate descent optimization," in Proc. 18th Int. Conf. Digital Signal Processing (Santorini, Greece), July 1-3, 2013, 6 pages. pdf
• J. Zhang, S. Chen, X. Mu and L. Hanzo, "Benchmarking capabilities of evolutionary algorithms in joint channel estimation and turbo multi-user detection/decoding," in Proc. IEEE CEC 2013 (Cancun, Mexico), June 20-23, 2013, 9 pages. pdf slides
• Y. Li, D. Jin, L. Zeng and S. Chen, "Revealing patterns of opportunistic contact durations and intervals for large scale urban vehicular mobility," in Proc. ICC 2013 (Budapest, Hungary), June 9-13, 2013, 5 pages. pdf
• P. Zhang, S. Chen and L. Hanzo, "Near-capacity joint channel estimation and three-stage turbo detection for MIMO systems," in Proc. WCNC 2013 (Shanghai, China), April 7-10, 2013, 6 pages. pdf slides
• M.I. Kadir, S. Sugiur, S. Chen and L. Hanzo, "MC-CDMA aided multi-user space-time shift keying in wideband channels," in Proc. WCNC 2013 (Shanghai, China), April 7-10, 2013, 6 pages. pdf

2012

Journal paper

• S. Ahmad, R.A. Riaz, S. Chen, G. Shafiq, S. Sugiura and L. Hanzo, "Stability analysis of the linear time-invariant ultra-wideband channel," Przeglad Elektrotechniczny (Electrical Reviews), Vol.2012, No.1a, pp.218-221, 2012. pdf
• S. Sugiura, S.X. Ng, L. Kong, S. Chen and L. Hanzo, "Quasi-synchronous cooperative networks: a practical cooperative transmission protocol," IEEE Vehicular Technology Magazine, Vol.7, No.4, pp.66-76, 2012. pdf
• X. Hong, S. Chen and C.J. Harris, "Using zero-norm constraint for sparse probability density function estimation," Int. J. Systems Sciences, Vol.43, No.11, pp.2107-2113, 2012. pdf
• X. Hong, R.J. Mitchell and S. Chen, "Modeling and control of Hammerstein system using B-spline approximation and the inverse of De Boor algorithm," Int. J. Systems Science, Vol.43, No.10, pp.1976-1984, 2012. pdf
• X.M. Tian, C.M. Li and S. Chen, "Guaranteed cost control of linear uncertain time-delay switched singular systems based on an LMI approach," Int. J. Modelling, Identification and Control, Vol.17, No.2, pp.109-115, 2012. pdf
• S.F. Page, S. Chen, C.J. Harris and N.M. White, "Repeated weighted boosting search for discrete or mixed search space and multiple-objective optimisation," Applied Soft Computing, Vol.12, No.9, pp.2740-2755, 2012. pdf
• J. Zhang, S. Chen, X. Mu and L. Hanzo, "Turbo multi-user detection for OFDM/SDMA systems relying on differential evolution aided iterative channel estimation," IEEE Trans, Communications, Vol.60, No.6, pp.1621-1663, 2012. pdf
• L. Dai, Z. Wang, C. Pan and S. Chen, "Wireless positioning using TDS-OFDM signals in single frequency networks," IEEE Trans. Broadcasting, Vol.58, No.2, pp.236-246, 2012. pdf
• S. Sugiura, S. Chen and L. Hanzo, "MIMO-aided near-capacity turbo transceivers: taxonomy and performance versus complexity," IEEE Communications Surveys and Tutorials, Vol.14, No.2, pp.421-442, 2012. pdf
• S. Sugiura, S. Chen and L. Hanzo, "A universal space-time architecture for multiple-antenna aided systems," IEEE Communications Surveys and Tutorials, Vol.14, No.2, pp.401-420, 2012. pdf
• Y. Li, Z. Wang, D. Jin, L. Zeng and S. Chen, "Collaborative vehicular content dissemination with directional antennas," IEEE Trans. Wireless Communications, Vol.11, No.4, pp.1301-1306, 2012. pdf
• J. Ma, Z. Sun, S. Chen and H. Liu, "Dependence tree structure estimation via copula," Int. J. Automation and Computing, Vol.9, No.2, pp.113--121, 2012. pdf
• W. Yao, S. Chen and L. Hanzo, "Particle swarm optimisation aided MIMO multiuser transmission designs," J. Computational and Theoretical Nanoscience, Special Issue on A New Frontier of Cognitive Informatics and Cognitive Computing, Vol.9, No.2, pp.266-275, 2012. pdf
• X. Hong and S. Chen, "The system identification and control of Hammerstein system using non-uniform rational B-spline neural network and particle swarm optimization," Neurocomputing, Vol.82, pp.216--223, 2012. pdf
• Y. Li, Z. Wang, D. Jin, L. Su, L. Zeng and S. Chen, "Optimal beaconing control for epidemic routing in delay tolerant networks," IEEE Trans. Vehicular Technology, Vol.61, No.1, pp.311-320, 2012. pdf

Conference paper

• J. Zhang, S. Chen, X. Mu and L. Hanzo, "Stochastic optimization assisted joint channel estimation and multi-user detection for OFDM/SDMA," in Proc. VTC 2012 Fall (Quebec, Canada), Sept.3-6, 2012, 5 pages. pdf
• W. Wu, S. Chen and S. Qin, "Determination of dynamic flexure model parameters for ship angular deformation measurement," in Proc. UKACC Control 2012 (Cardiff, UK), Sept.3-5, 2012, 6 pages. pdf slides
• X. Hong, S. Iplikci, S. Chen and K. Warwick, "B-spline neural networks based PID controller for Hammerstein systems," in Proc. 8th Int. Conf. Intelligent Computing (Huangshan, China), July 25-29, 2012, 12 pages. pdf
• X. Hong and S. Chen, "PSO assisted NURB neural network identification," in Proc. 8th Int. Conf. Intelligent Computing (Huangshan, China), July 25-29, 2012, 11 pages. pdf
• X. Hong and S. Chen, "An elastic net orthogonal forward regression algorithm," in Proc. 16th IFAC Symp. System Identification (Brussels, Belgium), July 11-13, 2012, 6 pages. pdf
• M. Gao, X. Hong, S. Chen and C.J. Harris, "Probability density function estimation based over-sampling for imbalanced two-class problems," in Proc. IJCNN 2012 (Brisbane, Australia), June 10-15, 2012, 8 pages. pdf slides
• X. Hong, S. Chen and C.J. Harris, "Modelling and inverting complex-valued Wiener systems," in Proc. IJCNN 2012 (Brisbane, Australia), June 10-15, 2012, 8 pages. pdf slides
• Zhang, S. Chen, X. Mu and L. Hanzo, "Differential evolution algorithm aided minimum symbol error rate multi-user detection for multi-user OFDM/SDMA systems," in Proc. VTC 2012 Spring (Yokohama, Japan), May 6-9, 2012, 5 pages. pdf
• S. Chen, J. Zhang, X. Mu and L. Hanzo, "Minimum bit error rate beamforming receiver for space-division multiple-access based quadrature amplitude modulation systems," in Proc. WCNC 2012 (Paris, France), April 1-4, 2012, 5 pages. pdf slides
• Y. Li, Z. Wang, D. Jin, L. Zeng and S. Chen, "Collaborative data dissemination in opportunistic vehicular networks," in Proc. PIERS 2012 (Kuala Lumpur, Malaysia), March 27-30, 2012, 5 pages. pdf slides

2011

Book chapter

• X. Hong, S. Chen and C.J. Harris, "Construction of radial basis function networks with diversified topologies," in: L. Wang and H. Garnier, Eds. System Identification, Environmental Modelling, and Control System Design, London: Springer-Verlag, 2011, pp.251-270. pdf

Journal paper

• S. Chen, "An efficient predistorter design for compensating nonlinear memory high power amplifier," IEEE Trans. Broadcasting, Vol.57, No.4, pp.856-865, 2011. pdf
• N. Bonello, S. Chen and L. Hanzo, "Design of low-density parity-check codes: An overview," IEEE Vehicular Technology Magazine, Vol.6, No.4, pp.16-23, 2011. pdf
• H.-T. Cheng and S. Chen, "Fading performance evaluation of a semi-blind space-time equaliser for frequency selective MIMO systems," J. The Franklin Institute, Vol.348, no.10, pp.2823-2838, 2011. pdf
• M. Gao, X. Hong, S. Chen and C.J. Harris, "A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems," Neurocomputing, Vol.74, No.17, pp.3456-3466, 2011. pdf
• J. Zhang, S. Chen, X. Mu and L. Hanzo, "Joint channel estimation and multi-user detection for SDMA~/ OFDM based on dual repeated weighted boosting search," IEEE Trans. Vehicular Technology, Vol.60, No.7, pp.3265-3275, 2011. pdf
• X.M. Tian, Y.P. Cao and S. Chen,"Process fault prognosis using a fuzzy-adaptive unscented Kalman predictor," Int. J. Adaptive Control and Signal Processing, Vol.25, No.9, pp.813-830, 2011. pdf
• S. Sugiura, S. Chen, H. Haas, P.M. Grant and L. Hanzo, "Coherent versus non-coherent decode-and-forward relaying aided cooperative space-time shift keying," IEEE Trans. Communications, Vol.59, No.6, pp.1707-1719, 2011. pdf
• X. Hong and S. Chen, "Modeling of complex-valued Wiener systems using B-spline neural network," IEEE Trans. Neural networks, Vol.22, No.5, pp.818-825, 2011. pdf
• S. Sugiura, S. Chen and L. Hanzo, "Generalized space-time shift keying designed for flexible diversity-, multiplexing- and complexity-tradeoffs," IEEE Trans. Wireless Communications, Vol.10, No.4, pp.1144-1153, 2011. pdf
• S. Chen, X. Hong and C.J. Harris, "Grey-box radial basis function modelling," Neurocomputing, Vol.74, No.10, pp.1564-1571, 2011. pdf
• D.-X. Wu, J. Wu and S. Chen, "Separation principle for networked control systems with multiple-packet transmission," IET Control Theory and Applications, Vol.5, No.3, pp.507-513, 2011. pdf
• L. Dai, Z. Wang and S. Chen, "A novel uplink multiple access scheme based on TDS-FDMA," IEEE Trans. Wireless Communications, Vol.10, No.3, pp.757-761, 2011. pdf
• C. Zhang, Z. Wang, C. Pan, S. Chen and L. Hanzo, "Low-complexity iterative frequency domain decision feedback equalization," IEEE Trans. Vehicular Technology, Vol.60, No.3, pp.1295-1301, 2011. pdf
• L. He, Z. Wang, F. Yang, S. Chen and L. Hanzo, "Preamble design using embedded signaling for OFDM broadcast systems based on reduced-complexity distance detection," IEEE Trans. Vehicular Technology, Vol.60, No.3, pp.1217-1222, 2011. pdf
• Q.Z. Ahmed, L.-L. Yang and S. Chen, "Reduced-rank adaptive least bit-error-rate detection in hybrid direct-sequence time-hopping ultrawide badwidth systems," IEEE Trans. Vehicular Technology, Vol.60, No.3, pp.849-857, 2011. pdf
• W. Yao, S. Chen and L. Hanzo, "Generalised MBER-based vector precoding design for multiuser transmission," IEEE Trans. Vehicular Technology, Vol.60, No.2, pp.739-745, 2011. pdf
• N. Bonello, S. Chen and L. Hanzo, "Low-density parity-check codes and their rateless relatives," IEEE Communications Surveys and Tutorials, Vol.13, No.1, pp.3-26, 2011. pdf
• X.-M. Tain, G.-Q. Chen and S. Chen, "A data-based approach for multivariate model predictive control performance monitoring," Neurocomputing, Vol.74, No.4, pp.588-597, 2011. pdf

Conference paper

• X. Hong, R. Mitchell and S. Chen, "Wiener system identification using B-spline functions with De Boor recursion," in Proc. Sensor Signal Processing for Defence 2011 (Imperial College London), Sept.28-29, 2011, 5 pages. pdf
• S. Chen, "Orthogonal least square regression: An efficient approach for parsimonious modelling from large data," keynote speech at 11th UK Workshop on Computational Intelligence (Manchester, UK), Sept. 7-9, 2011. slides
• J. Zhang, S. Chen, X. Mu and L. Hanzo, "Differential evolution algorithm aided MBER beamforming receiver for quadrature amplitude modulation systems," in Proc. 11th UK Workshop on Computational Intelligence (Manchester, UK), Sept. 7-9, 2011, 6 pages. pdf slides
• S.F. Page, S. Chen, C.J. Harris and N.M. White, "Pareto repeated weighted boosting search for multiple-objective optimisation," in Proc. 11th UK Workshop on Computational Intelligence (Manchester, UK), Sept. 7-9, 2011, 6 pages. pdf slides
• X.M. Tian, G.Q. Chen, Y.P. Cao and S. Chen, "Performance monitoring of MPC based on dynamic principal component analysis," in Proc. 18th IFAC World Congress (Milano, Italy), Aug.28-Sept.2, 2011, 6 pages. pdf ppt
• M. Gao, X. Hong, S. Chen and C.J. Harris, "On combination of SMOTE and particle swarm optimization based radial basis function classifier for imbalanced problems," in Proc. 2011 Int. Joint Conf. Neural Networks (San Jose, CA), July 30 - Aug. 5, 2011, pp.1146-1153. pdf
• X. Hong, Y. Gong and S. Chen, "B-spline neural network based digital baseband predistorter solution using the inverse of De Boor algorithm," in Proc. 2011 Int. Joint Conf. Neural Networks (San Jose, CA), July 30 - Aug. 5, 2011, pp.30-36. pdf
• X. Hong, Y. Gong and S. Chen, "A Wiener model for memory high power amplifiers using B-spline function approximation," in Proc. 17th Int. Conf. Digital Signal Processing (Corfu, Greece), July 6-8, 2011, 5 pages. pdf
• Y. Li, Z. Wang, D. Jin, L. Su, L. Zeng and S. Chen, "Optimal relaying in heterogeneous delay tolerant networks," in Proc. ICC 2011 (Kyoto, Japan), June 5-9, 2011, 5 pages. pdf
• L. He, Z. Wang, F. Yang, S. Chen and L. Hanzo, "A novel preamble design for OFDM transmission parameter signalling," in Proc. ICC 2011 (Kyoto, Japan), June 5-9, 2011, 5 pages. pdf
• J. Zhang, S. Chen, X. Mu and L. Hanzo, "Joint channel estimation and multi-user detection for SDMA OFDM based on dual repeated weighted boosting search," in Proc. ICC 2011 (Kyoto, Japan), June 5-9, 2011, 5 pages. pdf
• L. Dai, Z. Wang, C. Pan and S. Chen, "Positioning in Chinese digital television network using TDS-OFDM signals," in Proc. ICC 2011 (Kyoto, Japan), June 5-9, 2011, 5 pages. pdf
• P. Zhang, I. Dey, S Sugiura and S. Chen, "Semi-blind adaptive space-time shift keying systems based on iterative channel estimation and data detection," in Proc. VTC 2011-Spring (Budapest, Hungary), May 15-18, 2011, 5 pages. pdf slides
• H.-T. Cheng, S. Chen and Y. Yamao, "Adaptive semi-blind space-time equalisation for frequency selective Rayleigh fading MIMO systems," in Proc. VTC 2011-Spring (Budapest, Hungary), May 15-18, 2011, 5 pages. pdf slides

2010

Book chapter

• S. Chen, W. Yao, H.R. Palally and L. Hanzo, "Particle swarm optimisation aided MIMO transceiver designs," Chapter 19 in: Y. Tenne and C.-K. Goh, Eds. Computational Intelligence in Expensive Optimization Problems, Berlin: Springer-Verlag, 2010, pp.487-511. pdf

Journal paper

• S. Sugiura, S. Chen and L. Hanzo, "Coherent and differential space-time shift keying: A dispersion matrix approach," IEEE Trans. Communications, Vol.58, No.11, pp.3219-3230, 2010. pdf
• S. Chen, S. Sugiura and L. Hanzo, "Semi-blind joint channel estimation and data detection for space-time shift keying systems," IEEE Signal Processing Letters, Vol.17, No.12, pp.993-996, 2010. pdf
• S. Chen, W. Yao and L. Hanzo, "Semi-blind adaptive beamforming for high-throughput quadrature amplitude modulation systems," Int. J. Automation and Computing, Vol.7, No.4, pp.565-570, 2010. pdf
• N. Bonello, S. Chen and L. Hanzo, "Multilevel structured low-density parity-check codes for AWGN and Rayleigh channels," IEEE Trans. Vehicular Technology, Vol.59, No.7, pp.3311-3320, 2010. pdf
• D.-X. Wu, J. Wu and S. Chen, `"Robust stabilisation control for discrete-time networked control systems," Int. J. Control, Vol.83, No.9, pp.1885-1894, 2010. pdf
• S. Chen and L.-L. Yang, "Downlink MBER transmit beamforming design based on uplink MBER receive beamforming for rank-deficient TDD-SDMA systems," Communications and Network, Vol.2, No.3, pp.145-151, 2010. pdf
• X.-M. Tain, L. Tu, M.-H. Yang and S. Chen, "Inferential control with the aid of modified QPLS-based soft sensor for an industrial FCCU fractionator," Int. J. Modelling, Identification and Control, Vol.11, Nos.1/2, pp.59-70, 2010. pdf
• S. Chen, X. Hong and C.J. Harris, "Particle swarm optimization aided orthogonal forward regression for unified data modelling," IEEE Trans. Evolutionary Computation, Vol.14, No.4, pp.477-499, 2010. pdf
• S. Chen, X. Hong and C.J. Harris, "Probability density estimation with tunable kernels using orthogonal forward regression," IEEE Trans. Systems, Man, and Cybernetics, Part B, Vol.40, No.4, pp.1101-1114, 2010. pdf
• W. Yao, S. Chen and L. Hanzo, "A transceiver design based on uniform channel decomposition and MBER vector perturbation," IEEE Trans. Vehicular Technology, Vol.59, No.6, pp.3153-3159, 2010. pdf
• S. Chen, "Semi-blind fast equalisation of QAM channels using concurrent gradient-Newton CMA and soft decision-directed scheme," Int. J. Adaptive Control and Signal Processing, Vol.24, No.6, pp.467-476, 2010. pdf
• D.-X. Wu, J. Wu and S. Chen, "Robust ${\cal H}_{\infty}$ control for networked control systems with uncertainties and multiple-packet transmission," IET Control Theory and Applications, Vol.4, No.5, pp.701-709, 2010. pdf
• D.-X. Wu, J. Wu, S. Chen and J. Chu, "Stability of networked control systems with polytopic uncertainty and buffer constraint," IEEE Trans. Automatic Control, Vol.55, No.5, pp.1202-1208, 2010. pdf
• S. Chen and B.L. Luk, "Digital IIR filter design using particle swarm optimisation," Int. J. Modelling, Identification and Controll, Vol.9, No.4, pp.327-335, 2010. pdf
• A.W.H. Choy, B.L. Luk, L.K.P. Liu and S. Chen, "CAN and Zigbee based distributed control architecture: electroplating applications," Measurement and Control, Vol.43, No.3, pp.89-94, 2010. pdf
• S. Chen, B.L. Luk, C.J. Harris and L. Hanzo, "Fuzzy-logic tuned constant modulus algorithm and soft decision-directed scheme for blind equalisation," Digital Signal Processing, Vol.20, No.3, pp.846-859, 2010. pdf
• R. Zhang, L. Xu, S. Chen and L. Hanzo, "EXIT-chart-aided hybrid multiuser detector for multicarrier interleave-division multiple access," IEEE Trans. Vehicular Technology, Vol.59, No.3, pp.1563-1567, 2010. pdf
• N. Bonello, D. Yang, S. Chen and L. Hanzo, "Generalized MIMO transmit preprocessing using pilot symbol assisted rateless codes," IEEE Trans. Wireless Communications, Vol.9, No.2, pp.754-763, 2010. pdf
• S. Sugiura, S. Chen and L. Hanzo, "Cooperative differential space-time spreading for the asynchronous relay aided CDMA uplink using interference rejection spreading code," IEEE Signal Processing Letters, Vol.17, No.2, pp.113-116, 2010. pdf
• S. Chen, X. Hong and C.J. Harris, "Regression based D-optimality experimental design for sparse kernel density estimation," Neurocomputing, Vol.72, No.4-6, pp.727-739, 2010. pdf

Conference paper

• S. Sugiura, S. Chen and L. Hanzo, "Packet-reliability-based decode-and-forward distributed space-time shift keying," in Proc. Globecom 2010 (Miami, Florida, USA), Dec.6-10, 2010, 5 pages. pdf
• S. Sugiura, S. Chen and L. Hanzo, "Space-time shift keying: A unified MIMO architecture," in Proc. Globecom 2010 (Miami, Florida, USA), Dec.6-10, 2010, 5 pages. pdf
• S. Sugiura, S. Chen and L. Hanzo, "A unified MIMO architecture subsming space shift keying, OSTBC, BLAST and LDC," in Proc. VTC 2010-Fall (Ottawa, Canada), Sept.6-9, 2010, 5 pages. pdf
• W. Yao, S. Chen and L. Hanzo, "Generalised vector precoding design based on the MBER criterion for multiuser transmission," in Proc. VTC 2010-Fall (Ottawa, Canada), Sept.6-9, 2010, 5 pages. pdf
• P. Zhang, S. Sugiura, S. Chen and L. Hanzo, "Adaptive space-time shift keying systems," an invited talk at UK-China Science Bridges: UC4G Beijing Workshop (BUPT, Beijing), August 23-24, 2010. slides
• X. Hong, S. Chen and C.J. Harris, "Sparse kernel density estimation technique based on zero-norm constraint," in Proc. IJCNN 2010 (Barcelona, Spain), July 18-23, 2010, pp.3782-3787. pdf slides
• S. Chen, X, Hong and C.J. Harris, "Radial basis function classifier construction using particle swarm optimisation aided orthogonal forward regression," in Proc. IJCNN 2010 (Barcelona, Spain), July 18-23, 2010, pp.3418-3423. pdf slides
• D.-X. Wu, J. Wu and S. Chen, "Robust control for discrete-time networked control systems," in Proc. 8th World Cong. Intelligent Control and Automation (Jinan, China), July 7-9, 2010, 6 pages. pdf
• D.-X. Wu, J. Wu and S. Chen, "Robust ${\cal H}_{\infty}$ control of networked control systems with access constraints and packet dropouts," in Proc. Int. Conf. Green Circuits and Systems (Shanghai, China), June 21-23, 2010, 6 pages. pdf
• S. Sugiura, S. Chen and L. Hanzo, "Distributed differential space-time spreading for the asynchronous relay aided interference-free cooperative CDMA uplink," in Proc. ICC 2010 (Cape Town, South Africa), May 23-27, 2010, 5 pages. pdf
• S. Sugiura, S.X. Ng, L. Kong, S. Chen and L. Hanzo, "Multiple-relay aided distributed turbo coding assisted differential unitary space-time spreading for asynchronous cooperative networks," in Proc. VTC 2010-Spring (Taipei, China), May 16-19, 2010, 5 pages. pdf
• N. Bonello, D. Yang, S. Chen and L. Hanzo, "Generalized MIMO transmit preprocessing using pilot symbol assisted rateless codes," in Proc. VTC 2010-Spring (Taipei, China), May 16-19, 2010, 5 pages. pdf
• W. Yao, S. Chen and L. Hanzo, "Particle swarm optimisation aided multiuser transmission schemes for MIMO communication," in Proc. 3rd Int. Conf. Bio-Inspired Systems and Signal Processing (Valencia, Spain), Jan.20-23, 2010, pp.53-60. pdf slides

2009

Book chapter

• S. Chen, "Complex-valued symmetric radial basis function network for beamforming," Chapter 7 in: T. Nitta, Ed. Complex-Valued Neural Networks: Utilizing High-Dimensional Parameters, Information Science Reference, 2009, pp.144-168. pdf

Journal paper

• J. Wu, G. Li, S. Chen and J. Chu, "Robust finite word length controller design," Automatica, Vol.45, No.12, pp.2850-2856, 2009. pdf
• N. Bonello, R. Zhang, S. Chen and L. Hanzo, "Reconfigurable rateless codes," IEEE Trans. Wireless Communications, Vol.8, No.11, pp.5592-5600, 2009. pdf
• R.A. Riaz, R.G. Maunder, M.F.U. Butt, S.X. Ng, S. Chen and L. Hanzo, "Exit-chart aided three-stage concatenated ultra-wideband time-hoping spread-spectrum impulse radio design," IEEE Trans. Vehicular technology, Vol.58, No.9, pp.5320-5324, 2009. pdf
• W. Yao, S. Chen, S. Tan and L. Hanzo, "Minimum bit error rate multiuser transmission designs using particle swarm optimisation," IEEE Trans. Wireless Communications, Vol.8, No.10, pp.5012-5017, 2009. pdf
• N. Bonello, S. Chen and L. Hanzo, "Pilot symbol assisted coding," Electronics Letters, Vol.45, No.10, pp.518-519, 2009. pdf
• S. Chen, "Orthogonal-least-squares forward selection for parsimonious modelling from data," Engineering, Vol.1, No.2, pp.55-74, 2009. pdf
• S. Chen and L. Hanzo, "Fast converging semi-blind space-time equalisation for dispersive QAM MIMO systems," IEEE Trans. Wireless Communications, Vol.8, No.8, pp.3969-3974, 2009. pdf
• N. Bonello, R. Zhang, S. Chen and L. Hanzo, "Channel code-division multiple access and its multilevel-structured LDPC-based instantiation," IEEE Trans. Vehicular Technology, Vol.58, No.5, pp.2549-2553, 2009. pdf
• S. Chen, X. Hong, B.L. Luk and C.J. Harris, "Orthogonal-least-squares regression: a unified approach for data modelling," Neurocomputing, Vol.72, Nos.10-12, pp.2670-2681, 2009. pdf
• L. Wang, L. Xu, S. Chen and L. Hanzo, "Three-stage irregular convolutional coded iterative center-shifting K-best sphere detection for soft-decision SDMA-OFDM," IEEE Trans. Vehicular Technology, Vol.58, No.4, pp.2103-2109, 2009. pdf
• S. Chen, X. Hong, B.L. Luk and C.J. Harris, "Non-linear system identification using particle swarm optimisation tuned radial basis function models," Int. J. Bio-Inspired Computation, Vol.1, No.4, pp.246-258, 2009. pdf
• S. Chen, X. Hong, B.L. Luk and C.J. Harris, "Construction of tunable radial basis function networks using orthogonal forward selection," IEEE Trans. Systems, Man, and Cybernetics, Part B, Vol.39, No.2, pp.457-466, 2009. pdf
• X.-M. Tian, X.-L. Zhang, X.-G. Deng and S. Chen, "Multiway kernel independent component analysis based on feature samples for batch process monitoring," Neurocomputing, Vol.72, No.7-9, pp.1584-1596, 2009. pdf
• S. Sugiura, S. Chen and L. Hanzo, "Reduced-complexity iterative Markov chain MBER detection for MIMO systems," IEEE Signal Processing Letters, Vol.16, No.3, pp.160-163, 2009. pdf
• X. Hong and S. Chen, "A new RBF neural network with boundary value constraints," IEEE Trans. Systems, Man, and Cybernetics, Part B, Vol.39, No.1, pp.298-303, 2009. pdf

Conference paper

• S. Chen, X. Hong, B.L. Luk and C.J. Harris, "A tunable radial basis function model for nonlinear system identification using particle swarm optimisation," in Proc. CDC 2009 (Shanghai, China), Dec.16-18, 2009, pp.6762-6767. pdf slides
• J. Wu, G. Li, S. Chen and J. Chu, "Mixed $\mu$ robust finite word length controller design," in Proc. CDC 2009 (Shanghai, China), Dec.16-18, 2009, pp.6686-6691. pdf slides
• D.-X. Wu, J. Wu and S. Chen, "On separation principle for a class of networked control systems," in Proc. CDC 2009 (Shanghai, China), Dec.16-18, 2009, pp.5827-5831. pdf slides
• S. Chen, L. Hanzo and H.-T. Cheng, "Semi-blind gradient-Newton CMA and SDD algorithm for MIMO space-time equalisation," in Proc. Globecom 2009 (Honolulu, Hawaii), No.30-Dec.4, 2009, 5 pages. pdf
• S. Sugiura, D. Yang, S. Chen, L.-L. Yang and L. Hanzo, "Effect of array geometry on the capacity of the turbo-coded beamforming aided uplink," in Proc. VTC2009-Fall (Anchorage, Alaska), Sept.20-23, 2009, 4 pages. pdf
• R.A. Riaz, M.F.U. Butt, S.X. Ng, S. Chen and L. Hanzo, "Near-capacity UWB impulse radio using EXIT chart aided self-concatenated codes," in Proc. VTC2009-Fall (Anchorage, Alaska), Sept.20-23, 2009, 5 pages. pdf
• N. Bonello, S. Chen and L. Hanzo, "On the design of pilot symbol assisted codes," in Proc. VTC2009-Fall (Anchorage, Alaska), Sept.20-23, 2009, 5 pages. pdf
• S. Chen, B.L. Luk, C.J. Harris and L. Hanzo, "Blind equalisation of high-order QAM channels using a fuzzy-logic tuned constant modulus algorithm and soft decision-directed scheme," in Proc. ICAC'09 (Luton, UK), Sept.19, 2009, pp.143-148. pdf slides
• D.-X. Wu, J. Wu and S. Chen, "Robust ${\cal H}_{\infty}$ control for model-based networked control systems with uncertainties and packet dropouts," in Proc. ICAC'09 (Luton, UK), Sept.19, 2009, pp.64-69. pdf slides
• H.R. Palally, S. Chen, W. Yao and L. Hanzo, "Particle swarm optimisation aided semi-blind joint maximum likelihood channel estimation and data detection for MIMO systems," in Proc. SSP09 (Cardiff, UK), 31 Aug.-3 Sept., 2009, pp.309-312. pdf poster
• S. Chen, X. Hong and C.J. Harris, "Grey-box radial basis function modelling: The art of incorporating prior knowledge," in Proc. SSP09 (Cardiff, UK), 31 Aug.-3 Sept., 2009, pp.377-380. pdf slides
• S. Chen and L.-L. Yang, "Downlink MBER beamforming transmitter based on uplink MBER beamforming receiver for TDD-SDMA systems," in Proc. SSP09 (Cardiff, UK), 31 Aug.-3 Sept., 2009, pp.433-436. pdf poster
• R.A. Riaz, R.G. Maunder, M.F.U. Butt, S.X. Ng, S. Chen and L. Hanzo, "Three-stage concatenated ultra-wide bandwidth time-hoping spread-spectrum impulse radio using iterative detection," in Proc. ICC 2009 (Dresden, Germany), June 14-18, 2009, 6 pages. pdf
• S. Sugiura, S. Chen and L. Hanzo, "Markov chain minimum bit error rate detection for multi-functional MIMO systems," in Proc. ICC 2009 (Dresden, Germany), June 14-18, 2009, 5 pages. pdf
• Q.Z. Ahmed, L.-L. Yang and S. Chen, "Reduced-rank adaptive least bit error-rate detection in hybrid direct-sequence time-hoping ultrawide bandwidth systems," in Proc. ICC 2009 (Dresden, Germany), June 14-18, 2009, 5 pages. pdf slides
• W. Yao, S. Chen, S. Tan and L. Hanzo, "Particle swarm optimisation aided minimum bit error rate multiuse transmission," in Proc. ICC 2009 (Dresden, Germany), June 14-18, 2009, 5 pages. pdf slides
• N. Bonello, R. Zhang, S. Chen and L. Hanzo, "Reconfigurable rateless codes," in Proc. VTC2009-Spring (Barcelona, Spain), April 26-29, 2009, 5 pages. pdf
• R.A. Riaz, M.F.U. Butt, R.G. Maunder, S.X. Ng, S. Chen and L. Hanzo, "Optimized irregular variable length coding design for iteratively decoded ultrawideband time-hoping spread-spectrum impulse radio," in Proc. VTC2009-Spring (Barcelona, Spain), April 26-29, 2009, 5 pages. pdf
• W. Yao, S. Chen and L. Hanzo, "Improved MMSE vector precoding based on the MBER criterion," in Proc. VTC2009-Spring (Barcelona, Spain), April 26-29, 2009, 5 pages. pdf

2008

Book chapter

• S. Chen, "Adaptive beamforming assisted receiver," Chapter 3 in: C. Sun, J. Cheng and T. Ohira, Eds. Handbook on Advancements in Smart Antenna Technologies for Wireless Networks, Information Science Reference, 2008, pp.68-92. pdf

Journal paper

• R.A. Riaz, M.F.U. Butt, S. Chen and L. Hanzo, "Generic z-domain discrete-time transfer function estimation for ultra-wideband systems," Electronics Letters, Vol.44, No.25, pp.1491-1492, 2008. pdf
• Y. Yang, J. Wu, R. Xiong, W. Xu and S. Chen, "Single-input and single-output (SISO) controller reduction based on the $L_1$-norm," Asia-Pacific J. Chemical Engineering, Vol.3, No.6, pp.688-694, 2008. pdf
• S. Chen, W. Yao and L. Hanzo, "Semi-blind adaptive spatial equalisation for MIMO systems with high-order QAM signalling," IEEE Trans. Wireless Communications, Vol.7, No.11, Part 2, pp.4486-4491, 2008. pdf
• J. Wu, G. Li, S. Chen and J. Chu, "A mu-based optimal finite-word-length controller design," Automatica, Vol.44, No.12, pp.3093-3099, 2008. pdf
• X. Hong, S. Chen and C.J. Harris, "A-optimality orthogonal forward regression algorithm using branch and bound," IEEE Trans. Neural Networks, Vol.19, No.11, pp.1961-1967, 2008. pdf
• S. Chen, L. Hanzo and S. Tan, "Symmetric complex-valued RBF receiver for multiple-antenna aided wireless systems," IEEE Trans. Neural Networks, Vol.19, No.9, pp.1657-1663, 2008. pdf
• S. Chen, X, Hong, C.J. Harris and L. Hanzo, "Fully complex-valued radial basis function networks: orthogonal least squares regression and classification," Neurocomputing, Vol.71, No.16-18, pp.3421-3433, 2008. pdf
• X. Hong, R.J. Mitchell, S. Chen, C.J. Harris, K. Li and G.W. Irwin, "Model selection approaches for nonlinear system identification: a review," Int. J. Systems Sciences, Vol.39, No.10, pp.925-946, 2008. pdf
• N. Bonello, S. Chen and L. Hanzo, "Construction of regular quasi-cyclic protograph LDPC codes based on Vandermonde matrices," IEEE Trans. Vehicular Technology, Vol.57, No.4, pp.2583-2588, 2008. pdf
• L. Xu, S. Chen and L. Hanzo, "EXIT chart analysis aided turbo MUD designs for the rank-deficient multiple antenna assisted OFDM uplink," IEEE Trans. Wireless Communications, Vol.7, No.6, pp.2039-2044, 2008. pdf
• X. Hong and S. Chen, "A minimum approximate-BER beamforming approach for PSK modulated wireless systems," Int. J. Automation and Computing, Vol.5, No.3, pp.284-289, 2008. pdf
• S. Chen, S. Liu and L. Hanzo, "Adaptive Bayesian space-time equalisation for multiple receive-antenna assisted single-input multiple-output systems," Digital Signal Processing, Vol.18, No.4, pp.622-634, 2008. pdf
• S.-H. Liu, J. Wu, W.-H. Xu and S. Chen, "An output-feeback networked control system and its stability," J. Zhejiang University, Engineering Science (in Chinese), Vol.42, No.3, pp.378-381, 2008. pdf
• S. Tan, J. Wang, S.X. Ng, S. Chen and L. Hanzo, "Three-stage turbo MBER multiuser beamforming receiver using irregular convolutional codes," IEEE Trans. Vehicular Technology, Vol.57, No.3, pp.1657-1663, 2008. pdf
• S. Chen, A. Wolfgang, C.J. Harris and L. Hanzo, "Symmetric RBF classifier for nonlinear detection in multiple-antenna aided systems," IEEE Trans. Neural Networks, Vol.19, No.5, pp.737-745, 2008. pdf
• L. Wang, L. Xu, S. Chen and L. Hanzo, "Genetic iterative search-centre-shifting K-best sphere detection for rank-deficient SDM-OFDM systems," Electronics Letters, Vol.44, No.8, pp.552-553, 2008. pdf
• S. Chen, A. Livingstone, H.-Q. Du and L. Hanzo, "Adaptive minimum symbol error rate beamforming assisted detection for quadrature amplitude modulation," IEEE Trans. Wireless Communications, Vol.7, No.4, pp.1140-1145, 2008. pdf
• S. Chen, S. Tan, L. Xu and L. Hanzo, "Adaptive minimum error-rate filtering design: a review," Signal Processing, Vol.88, No.7, pp.1671-1679, 2008. pdf
• S. Chen, A. Wolfgang, C.J. Harris and L. Hanzo, "Adaptive nonlinear least bit error-rate detection for symmetric RBF beamforming," Neural Networks, Vol.21, No.2-3, pp.358-367, 2008. pdf
• S. Tan, S. Chen and L. Hanzo, "Iterative multiuser minimum symbol error rate beamforming aided QAM receiver," IEEE Signal Processing Letters, Vol.15, pp.301-304, 2008. pdf
• S. Chen, X. Hong and C.J. Harris, "An orthogonal forward regression technique for sparse kernel density estimation," Neurocomputing, Vol.71, No.4-6, pp.931-943, 2008. pdf
• M. Abuthinien, S. Chen and L. Hanzo, "Semi-blind joint maximum likelihood channel estimation and data detection for MIMO systems," IEEE Signal Processing Letters, Vol.15, pp.202-205, 2008. pdf
• X. Hong, S. Chen and C.J. Harris, "A fast linear-in-the-parameters classifier construction algorithm using orthogonal forward selection to minimize leave-one-out misclassification rate," Int. J. Systems Science, Vol.39, No.2, pp.119-125, 2008. pdf
• S. Tan, S. Chen and L. Hanzo, "On multi-user EXIT chart analysis aided turbo-detected MBER beamforming designs," IEEE Trans. Wireless Communications, Vol.7, No.1, pp.314-323, 2008. pdf
• X. Hong, S. Chen and C.J. Harris, "A forward-constrained regression algorithm for sparse kernel density estimation,"IEEE Trans. Neural Networks, Vol.19, No.1, pp.193-198, 2008. pdf
• S. Chen, X.X. Wang and C.J. Harris, "NARX-based nonlinear system identification using orthogonal least squares basis hunting," IEEE Trans. Control Systems Technology, Vol.16, No.1, pp.78-84, 2008. pdf

Conference paper

• S. Chen, W. Yao and L. Hanzo, "CMA and soft decision-directed scheme for semi-blind beamforming of QAM systems," in Proc. VTC2008-Fall (Calgary, Canada), Sept.21-24, 2008, 5 pages. pdf
• R.A. Riaz, M. El-Hajjar, Q.Z. Ahmed, S.X. Ng, S. Chen and L. Hanzo, "EXIT chart aided design of DS-CDMA ultra wideband systems using iterative decoding," in Proc. VTC2008-Fall (Calgary, Canada), Sept.21-24, 2008, 5 pages. pdf
• N. Bonello, S. Chen and L. Hanzo, "Construction of regular quasi-cyclic protograph LDPC codes based on Vandermonde matrices," in Proc. VTC2008-Fall (Calgary, Canada), Sept.21-24, 2008, 5 pages. pdf
• L. Wang, L. Xu, S. Chen and L. Hanzo, "Channel coded iterative center-shifting K-best sphere detection for rank-deficient systems," in Proc. VTC2008-Fall (Calgary, Canada), Sept.21-24, 2008, 5 pages. pdf
• N. Bonello, R. Zhang, S. Chen and L. Hanzo, "Channel code division multiple access and its multilevel structured LDPC based instantiation," in Proc. VTC2008-Fall (Calgary, Canada), Sept.21-24, 2008, 5 pages. pdf
• D.-X. Wu, J. Wu and S. Chen, "Stability of networked control systems with random buffer capacity," in Proc. 14th Int. Conf. Automation and Computing (Brunel University, London), Sept.6, 2008, pp.24-29. pdf slides
• S. Chen, C.J. Harris and L. Hanzo, "Complex-valued symmetric radial basis function classifier for quadrature phase shift keying beamforming systems," in Proc. WCCI 2008 (IJCNN 2008) (Hong Kong, China), June 1-6, 2008, pp.13-18. pdf slides
• S. Chen, X. Hong and C.J. Harris, "Fully complex-valued radial basis function networks for orthogonal least squares regression," in Proc. WCCI 2008 (IJCNN 2008) (Hong Kong, China), June 1-6, 2008, pp.7-12. pdf slides
• S. Chen, X. Hong and C.J. Harris, "Sparse kernel density estimator using orthogonal regression based on D-optimality experimental design," in Proc. WCCI 2008 (IJCNN 2008) (Hong Kong, China), June 1-6, 2008, pp.1-6. pdf slides
• L. Wang, L. Xu, S. Chen and L. Hanzo, "MMSE soft-interference-cancellation aided iterative center-shifting K-best sphere detection for MIMO channels," in Proc. ICC 2008 (Beijing, China), May 19-23, 2008, pp.3819-3823. pdf
• R. Zhang, L. Xu, S. Chen and L. Hanzo, "Repeat accumulate code division multiple access and its hybrid detection," in Proc. ICC 2008 (Beijing, China), May 19-23, 2008, pp.4790-4794. pdf
• L. Xu, M. El-Hajjar, O. Alamri, S. Chen and L. Hanzo, "Iterative detected sphere packing modulated OFDM: An EXIT chart perspective," in Proc. ICC 2008 (Beijing, China), May 19-23, 2008, pp.631-635. pdf
• N. Bonello, S. Chen and L. Hanzo, "Multilevel structured low-density parity-check codes," in Proc. ICC 2008 (Beijing, China), May 19-23, 2008, pp.485-489. pdf
• S. Chen, L. Hanzo and W. Yao, "Semi-blind spatial equalisation for MIMO channels with quadrature amplitude modulation," in Proc. ICC 2008 (Beijing, China), May 19-23, 2008, 599-603. pdf slides
• S. Chen, L. Hanzo and S. Tan, "Nonlinear beamforming for multiple-antenna assisted QPSK wireless systems," in Proc. ICC 2008 (Beijing, China), May 19-23, 2008, pp.4230-4234. pdf slides
• R.A. Riaz, M. El-Hajjar, Q.Z. Ahmed, S.X. Ng, S. Chen and L. Hanzo, "Convergence analysis of iterative detected time hopping and DS-CDMA ultrawide bandwidth systems by EXIT charts," in Proc. VTC2008-Spring (Singapore), May 11-14, 2008, pp.1127-1131. pdf
• L. Xu, R. Zhang, S. Chen and L. Hanzo, "EXIT-chart aided hybrid multiuser detector design for frequency-domain-spread chip-interleaved MC-CDMA," in Proc. VTC2008-Spring (Singapore), May 11-14, 2008, pp.1816-1820. pdf
• L. Wang, L. Xu, S. Chen and L. Hanzo, "A priori-LLR-threshold-assisted K-best sphere detection for MIMO channels," in Proc. VTC2008-Spring (Singapore), May 11-14, 2008, pp.867-871. pdf
• S. Tan, S. Chen and L. Hanzo, "Minimum symbol error rate turbo multiuser beamforming aided QAM receiver," in Proc. WCNC 2008 (Las Vegas, Nevada, USA), March 31-April 3, 2008, pp.912-916. pdf
• L. Wang, L. Xu, S. Chen and L. Hanzo, "Three-stage serially concatenated codes and iterative center-shifting K-best sphere detection for SDM-OFDM: An EXIT chart aided perspective," in Proc. WCNC 2008 (Las Vegas, Nevada, USA), March 31-April 3, 2008, pp.611-615. pdf

2007

Journal paper

• J. Akhtman, A. Wolfgang, S. Chen and L. Hanzo, "An optimized-hierarchy-aided approximate Log-MAP detector for MIMO systems," IEEE Trans. Wireless Communications, Vol.6, No.5, pp.1900-1909, 2007. pdf
• A. Wolfgang, S. Chen and L. Hanzo, "Parallel interference cancellation based turbo space-time equalization in the SDMA uplink," IEEE Trans. Wireless Communications, Vol.6, No.2, pp.609--616, 2007. pdf
• S. Chen, S. Tan and L. Hanzo, "Adaptive beamforming for binary phase shift keying communication systems," Signal Processing, Vol.87, No.1, pp.68--78, 2007. pdf
• X. Hong, S. Chen and C.J. Harris, "A kernel-based two-class classifier for imbalanced data sets," IEEE Trans. Neural Networks, Vol.18, No.1, pp.28-41, 2007. pdf
• S. Chen, X.C. Yang, L. Chen and L. Hanzo, "Blind joint maximum likelihood channel estimation and data detection for SIMO systems," Int. J. Automation and Computing, Vol.4, No.1, pp.47-51, 2007. pdf
• S. Chen, A. Wolfgang and L. Hanzo, "Constant modulus algorithm aided soft decision directed scheme for blind space-time equalisation of SIMO channels," Signal Processing, Vol.87, No.11, pp.2587-2599, 2007. pdf
• A. Wolfgang, J. Akhtman, S. Chen and L. Hanzo, "Reduced-complexity near-maximum-likelihood detection for decision feedback assisted space-time equalization," IEEE Trans. Wireless Communications, Vol.6, No.7, pp.2407-2411, 2007. pdf
• S. Chen, A. Wolfgang, Y. Shi and L. Hanzo, "Space-time decision feedback equalisation using a minimum bit error rate design for single-input multi-output channels," IET Communications, Vol.1, No.4, pp.671-678, 2007. pdf
• S. Chen, K. Labib and L. Hanzo, "Clustering-based symmetric radial basis function beamforming," IEEE Signal Processing Letters, Vol.14, No.9, pp.589-592, 2007. pdf
• Y. Yang, J. Wu, R. Xiong, W.-H. Xu and S. Chen, "Model order reduction for discrete-time linear systems based on bilinear transformation," Control and Instruments in Chemical Industry (in Chineses), Vol.35, No.5, pp.29-32, 2007. pdf

Conference paper

• S. Chen, X. Hong and C.J. Harris, "Sparse kernel modelling: A unified approach," in Proc. 8th Int. Conf. Intelligent Data Engineering and Automated Learning (Birmingham, UK), Dec.16-19, 2007, pp.27-36. pdf slides
• S. Chen, S. Liu and L. Hanzo, "Symmetric radial basis function assisted space-time equalisation for multiple receive-antenna aided systems," in Proc. VTC 2007-Fall (Baltimore, USA), Sept.30-Oct.3, 2007, pp.740-743. pdf
• S. Tan, S. Chen and L. Hanzo, "MBER turbo multiuser beamforming aided QPSK receiver design using EXIT Chart analysis," in Proc. VTC 2007-Fall (Baltimore, USA), Sept.30-Oct.3, 2007, pp.561-565. pdf
• L. Xu, S. Chen and L. Hanzo, "EXIT chart analysis of low-complexity Bayesian turbo multiuser detection for rank-deficient multiple antenna aided OFDM," in Proc. VTC 2007-Fall (Baltimore, USA), Sept.30-Oct.3, 2007, pp.576-580. pdf
• X. Hong, S. Chen and C.J. Harris, "A sparse kernel density estimation algorithm using forward constrained regression," in Proc. 3rd Int. Conf. Intelligent Computing (Qingdao, China), Aug.21-24, 2007, pp.1354-1363. pdf
• S. Chen, A. Wolfgang, C.J. Harris and L. Hanzo, "Symmetric kernel detector for multiple-antenna aided beamforming systems," in Proc. IJCNN 2007 (Orlando, Florida), Aug.12-17, 2007, pp.2486-2491. pdf slides
• S. Chen, X. Hong and C.J. Harris, "Probability density function estimation using orthogonal forward regression," in Proc. IJCNN 2007 (Orlando, Florida), Aug.12-17, 2007, pp.2492-2497. pdf slides
• S. Chen, K. Labib, R. Kang and L. Hanzo, "Adaptive radial basis function detector for beamforming," in Proc. ICC 2007 (Glasgow, Scotland), June 24-28, 2007, pp.2967-2972. pdf slides
• M. Abuthinien, S. Chen, A. Wolfgang and L. Hanzo, "Joint maximum likelihood channel estimation and data detection for MIMO systems," in Proc. ICC 2007 (Glasgow, Scotland), June 24-28, 2007, pp.5354-5358. pdf slides
• A. Livingstone, S. Chen and L. Hanzo, "Fading performance evaluation of adaptive MSER beamforming receiver for QAM systems," in Proc. ICC 2007 (Glasgow, Scotland), June 24-28, 2007, pp.4450-4455. pdf slides

2006

Book chapter

• M.Y. Alias, S. Chen and L. Hanzo, "Multi-user OFDM employing genetic algorithm aided minimum bit error rate multi-user detection," chapter 12 in: L. Hanzo and T. Keller, OFDM and MC-CDMA: A Primer, Chichester, UK: IEEE Press and John Wiley, 2006, pp.331--349.

Journal paper

• X.X. Wang, S. Chen, D. Lowe and C.J. Harris, "Parsimonious least squares support vector regression using orthogonal forward selection with the generalised kernel model," Int. J. Modelling, Identification and Control, Vol.1, No.4, pp.245-256, 2006. pdf
• S. Chen, X.X. Wang, X. Hong and C.J. Harris, "Kernel classifier construction using orthogonal forward selection and boosting with Fisher ratio class separability measure," IEEE Trans. Neural Networks, Vol.17, No.6, pp.1652-1656, 2006. pdf
• X.X. Wang, S. Chen, D. Lowe and C.J. Harris, "Sparse support vector regression based on orthogonal forward selection for the generalised kernel model," Neurocomputing, Vol.70, Nos.1-3, pp.462-474, 2006. pdf
• X.X. Wang, S. Chen and C.J. Harris, "Using correlation criterion to position and shape RBF units for incremental modelling," Int. J. Automation and Computing, Vol.3, No.4, pp.392-403, 2006. pdf
• A. Wolfgang, J. Akhtman, S. Chen and L. Hanzo, "Iterative MIMO detection for rank-deficient systems," IEEE Signal Processing Letters, Vol.13, No.11, pp.699-702, 2006. pdf
• S-H. Liu, J. Wu, W-H. Xu and S. Chen, "A class of model-based output-feedback networked control," Industrial Control Computer (in Chinese), Vol.19, No.8, pp.1-5, 2006. pdf
• S. Chen, L. Hanzo, A. Livingstone, "MBER Space-time decision feedback equalization assisted multiuser detection for multiple antenna aided SDMA systems," IEEE Trans. Signal Processing, Vol.54, No.8, pp.3090-3098, 2006. pdf
• S. Chen, "Adaptive linear filtering design with minimum symbol error probability criterion," Int. J. Automation and Computing, Vol.3, No.3, pp.291-303, 2006. pdf
• J. Wu, S. Chen, G. Li and J. Chu, "Optimal realisations of fixed-point implemented digital controller with the smallest dynamic range," Int. J. Control, Vol.79, No.10, pp.1297-1312, 2006. pdf
• S. Chen, A. Livingstone and L. Hanzo, "Minimum bit-error rate design for space-time equalization-based multiuser detection," IEEE Trans. Communications, Vol.54, No.5, pp.824-832, 2006. pdf
• B.L. Luk, K.P. Liu, A.A. Collie, D.S. Cooke and S. Chen, "Tele-operated climbing and mobile service robots for remote inspection and maintenance in nuclear industry," Industrial Robot, Vol.33, No.3, pp.194-204, 2006. pdf
• B.L. Luk, A.A. Collie, D.S. Cooke and S. Chen, "Walking and climbing service robots for safety inspection of nuclear reactor pressure vessels," Measurement + Control, Vol.39, No.2, pp.43-47, 2006. pdf
• J. Wu, S. Chen and J. Chu, "On the dual of a mixed H2/l1 optimisation problem," Int. J. Automation and Computing, Vol.3, No.1, pp.91-98, 2006. pdf
• S. Chen, "Local regularization assisted orthogonal least squares regression," Neurocomputing, Vol.69, No.4-6, pp.559-585, 2006. pdf

Conference paper

• L. Xu, S. Tan, S. Chen and L. Hanzo, "Iterative minimum bit error rate multiuser detection in multiple antenna aided OFDM," in Proc. 2006 IEEE Wireless Communications and Networking Conference (Las Vegas, USA), April 3-6, 2006, Vol.3, pp.1603-1607. pdf
• S. Chen, S. Tan and L. Hanzo, "Linear beamforming assisted receiver for binary phase shift keying modulation systems," in Proc. 2006 IEEE Wireless Communications and Networking Conference (Las Vegas, USA), April 3-6, 2006, Vol.3, pp.1741-1746. pdf
• A. Wolfgang, J. Akhtman, S. Chen and L. Hanzo, "Reduced complexity single-carrier maximum-likelihood detection for decision feedback assisted space-time equalization," in Proc. 2006 IEEE Wireless Communications and Networking Conference (Las Vegas, USA), April 3-6, 2006, Vol.3, pp.1555-1560. pdf
• J. Wang, S.X. Ng, A. Wolfgang, L.L. Yang, S. Chen and L. Hanzo, "Near-capacity three-stage MMSE turbo equalization using irregular convolutional codes,'' in Proc. Turbo-Coding-2006 (Munich, Germany), April 3-7, 2006. pdf
• S. Chen, A. Livingstone and L. Hanzo, "Adaptive MBER space-time DFE assisted multiuser detection for SDMA systems," in Proc. VTC2006-Spring (Melbourne, Australia), May 7-10, 2006, Vol.1, pp.12-16. pdf
• S. Chen, H.-Q. Du and L. Hanzo, "Adaptive minimum symbol error rate beamforming assisted receiver for quadrature amplitude modulation systems," in Proc. VTC2006-Spring (Melbourne, Australia), May 7-10, 2006, Vol.5, pp.2236-2240. pdf
• S. Tan, L. Xu, S. Chen and L. Hanzo, "Iterative soft interference cancellation aided minimum bit error rate uplink receiver beamforming," in Proc. VTC2006-Spring (Melbourne, Australia), May 7-10, 2006, Vol.1, pp.17-21. pdf
• J. Wu, G. Li, S. Chen and J. Chu, "Solving finite word length realization problems in the framework of structured singular value," in Proc. 6th World Cong. Intelligent Control and Automation (Dalian, China), June 21-23, 2006, pp.456-460. pdf
• J. Wu, S. Chen, G. Li and W-H. Xu, "A new approach for finite-precision controller realizations," in Proc. 6th World Cong. Intelligent Control and Automation (Dalian, China), June 21-23, 2006, pp.461-465. pdf
• X-J. Wang, J. Wu, W-H. Xu, S. Chen and X-L. Wang, "Approximation and optimization of L1-norm for continuous-time linear systems," in Proc. 6th World Cong. Intelligent Control and Automation (Dalian, China), June 21-23, 2006, pp.2224-2228 (in Chinese). pdf
• S. Chen, X. Hong and C.J. Harris, "Construction of RBF classifiers with tunable units using orthogonal forward selection based on leave-one-out misclassification rate," in Proc. 2006 Int. Joint Conf. Neural Networks (Vancouver, Canada), July 16-21, 2006, pp.6390-6394. pdf slides
• X. Hong, S. Chen and C.J. Harris, "Fast kernel classifier construction using orthogonal forward selection to minimise leave-one-out misclassification rate," in Proc. 2006 Int. Conf. Intelligent Computing (Kunming, China), Aug.16-19, 2006, LNCS 4113, pp.106-114. pdf slides
• S. Chen, A. Wolfgang, S. Benedetto, P. Dubamet and L. Hanzo, "Symmetric radial basis function network equaliser," in Proc. NEWCOM-ACoRN Joint Workshop (Vienna, Austria), Sept.20-22, 2006, 5 pages. pdf slides
• J. Wu, S. Chen, G. Li and J. Chu, "Optimal controller realisation with the smallest dynamic range," in Proc. 45th IEEE Conf. Decision and Control (San Diego, CA, USA), Dec.13-15, 2006, pp.5018--5023. pdf slides

2005

DSc submission

• S. Chen, Intelligent Nonlinear Learning Machines, University of Southampton, 2005. pdf

Journal paper

• J. Wu, S. Chen, G. Li and J. Chu, "A search algorithm for a class of optimal finite-precision controller realization problems with saddle points," SIAM J. Control and Optimization, Vol.44, No.5, pp.1787-1810, 2005. pdf
• M.Y. Alias, S. Chen and L. Hanzo, "Multiple antenna aided OFDM employing genetic algorithm assisted minimum bit error rate multiuser detection," IEEE Trans. Vehicular Technology, Vol.54, No.5, pp.1713-1721, 2005. pdf
• B.L. Luk, D.S. Cooke, S. Galt, A.A. Collie and S. Chen, "Intelligent legged climbing service robot for remote maintenance applications in hazardous environments," Robotics and Autonomous Systems, Vol.53, No.2, pp.142-152, 2005. pdf
• S. Chen, L. Hanzo, N.N. Ahmad and A. Wolfgang, "Adaptive minmum bit error rate beamforming assisted receiver for QPSK wireless communication," Digital Signal Processing, Vol.15, No.6, pp.545-567, 2005. pdf
• S. Chen and E.S. Chng, "Fractionally spaced blind equalization with low-complexity concurrent constant modulus algorithm and soft decision directed scheme," Int. J. Adaptive Control and Signal Processing, Vol.19, No.6, pp.471-484, 2005. pdf
• E.S. Chng and S. Chen "Determining the optimal decision delay parameter for a linear equalizer," Int. J. Automation and Computing, Vol.2, No.1, pp.20-24, 2005. pdf
• J.F. Whidborne, D.-W. Gu, J. Wu and S. Chen, "Optimal controller and filter realisations using finite-precision, floating-point arithmetic," Int. J. Systems Science, Vol.36, No.7, pp.405-413, 2005. pdf
• S. Chen, X.X. Wang and D.J. Brown, "Orthogonal least squares regression with tunable kernels," Electronics Letters, Vol.41, No.8, pp.484-486, 2005. pdf
• S. Chen, A.K. Samingan and L. Hanzo, "Adaptive near minimum error rate training for neural networks with application to multiuser detection in CDMA communication systems," Signal Processing, Vol.85, No.7, pp.1435-1448, 2005. pdf
• S. Chen, X.X. Wang and C.J. Harris, "Experiments with repeating weighted boosting search for optimization in signal processing applications," IEEE Trans. Systems, Man and Cybernetics, Part B, Vol.35, No.4, pp.682-693, 2005. pdf
• S. Chen, X.X. Wang and D.J. Brown, "Sparse incremental regression modeling using correlation criterion with boosting search," IEEE Signal Processing Letters, Vol.12, No.3, pp.198-201, 2005. pdf
• S. Chen, X. Hong, C.J. Harris and X.X. Wang, ``Identification of nonlinear systems using generalized kernel models," IEEE Trans. Control Systems Technology, Vol.13, No.3, pp.401-411, 2005. pdf
• X. Hong and S. Chen, "M-estimator and D-optimality model construction using orthogonal forward regression," IEEE Trans. Systems, Man and Cybernetics, Part B, Vol.35, No.1, pp.155-162, 2005. pdf
• S. Chen, N.N. Ahmad and L. Hanzo, "Adaptive minimum bit error rate beamforming," IEEE Trans. Wireless Communications, Vol.4, No.2, pp.341-348, 2005. pdf

Conference paper

• S. Chen, X.C. Yang and L. Hanzo, "Space-time equalisation assisted multiuser detection for SDMA systems," in Proc. VTC2005 Spring (Stockholm, Sweden), May 30 - June 1, 2005, pp.1220-1224. pdf
• A. Wolfgang, S. Chen and L. Hanzo, "Radial basis function network aided wide-band beamforming for dispersive fading environments," in Proc. VTC2005 Spring (Stockholm, Sweden), May 30 - June 1, 2005, pp.1552-1556. pdf
• S. Chen, X. Hong and C.J. Harris, "Orthogonal forward selection for constructing the radial basis function network with tunable nodes," in Proc. 2005 Int. Conf. Intelligent Computing (Hefei, China), Aug.23-26, 2005, LNCS 3644, D.S. Huang, X.-P. Zhang and G.-B. Huang (Eds.), Part I, Springer-Verlag, Berlin, pp.777-786. pdf slides
• S. Chen, X.X. Wang and C.J. Harris, "A search algorithm for global optimisation," in Proc. 2005 Int. Conf. Natural Computation (Changsha, China), Aug.27-29, 2005, LNCS 3611, L.Wang, K. Chen and Y.S. Ong (Eds.), Part II, Springer-Verlag, Berlin, pp.1122-1130. pdf slides
• A. Livingstone and S. Chen, "Adaptive space-time equalisation for multiple-antenna assisted multiple-input multiple-output systems," in Proc. 2nd IEE/EURASIP Conf. DSPenabledRadio (Southampton, UK), Sept.19-20, 2005, pp.9/1-9/7. pdf
• A. Wolfgang, S. Chen and L. Hanzo, "Decision feedback aided Bayesian turbo space-time equalizer for parallel interference cancellation in SDMA systems," in Proc. VTC2005 Fall (Dallas, USA), Sept.25-28, 2005, pp.2112-2116. pdf
• S. Chen, A. Wolfgang and L. Hanzo, "A robust nonlinear beamforming assisted receiver for BPSK signalling," in Proc. VTC2005 Fall (Dallas, USA), Sept.25-28, 2005, pp.1921-1925. pdf
• S. Chen, X.C. Yang and L. Hanzo,"Blind joint maximum likelihood channel estimation and data detection for single-input multiple-output systems," in Proc. 6th IEE Int. Conf. 3G & Beyond (London, UK), Nov.7-9, 2005. pdf
• X. Hong and S. Chen, "A forward regression algorithm based on M-estimators," in Proc. 2005 WSEAS Int. Conf. Dynamical Systems and Control (Venice, Italy), Nov.2-4, 2005, pp.314-319. pdf
• B.L. Luk, A.A. Collie, D.S. Cooke and S. Chen, "Walking and climbing service robots for safety inspection of nuclear reactor pressure vessels," in Proc. 2005 Asia Pacific Conf. Risk Management and Safety (Hong Kong, China), Dec.1-2, 2005, pp.432-438. pdf
• S. Chen, X. Hong, X.X. Wang and C.J. Harris, "Sparse generalized kernel modeling for nonlinear systems," in Proc. Joint 44th IEEE Conf. Decision and Control, and European Control Conf. 2005 (Seville, Spain), Dec.12-15, 2005, pp.2574-2579. pdf slides

2004

Book chapter

• J. Wu and S. Chen, "Stable controller coefficient perturbation in floating point implementation," V.D. Blondel and A. Megretsik, eds. Unsolved Problems in Mathematical Systems and Control Theory, Princeton University Press, 2004, pp.280-284. pdf

Journal paper

• X.X. Wang, S. Chen and D.J. Brown, "An approach for constructing parsimonious generalized Gaussian kernel regression models," Neurocomputing, Vol.62, pp.441-457, 2004. pdf
• A. Wolfgang, S. Chen and L. Hanzo, "Radial basis function network assisted space-time equalization for dispersive fading environments," Electronics Letters, Vol.40, No.16, pp.1006-1007, 2004. pdf
• X. Hong, M. Brown, S. Chen and C.J. Harris, "Sparse model identification using orthogonal forward regression with basis pursuit and D-optimality," IEE Proc. Control Theory and Applications, Vol.151, No.4, pp.491-498, 2004. pdf
• S. Chen, L. Hanzo and A. Wolfgang, "Nonlinear multi-antenna detection methods," EURASIP J. Applied Signal Processing, Special Issue on Advances in Smart Antennas, Vol.2004, No.9, pp.1225-1237, 2004. pdf
• J. Wu, S. Chen, J.F. Whidborne and J. Chu, "Optimal realizations of floating-point implemented digital controllers with finite word length considerations," Int. J. Control, Vol.77, No.5, pp.427-440, 2004. pdf
• S. Chen, X. Hong and C.J. Harris, "Sparse kernel density construction using orthogonal forward regression with leave-one-out test score and local regularization," IEEE Trans. Systems, Man and Cybernetics, Part B, Vol.34, No.4, pp.1708-1717, 2004. pdf
• G. Li, J. Wu and S. Chen, "Sparse controller realization with small roundoff noise," IEE Proc. Control Theory and Applications, Vol.151, No.2, pp.246-251, 2004. pdf
• S. Chen, L. Hanzo and B. Mulgrew, "Adaptive minimum symbol-error-rate decision feedback equalization for multilevel pulse-amplitude modulation," IEEE Trans. Signal Processing, Vol.52, No.7, pp.2092-2101, 2004. pdf
• S. Chen, X. Hong, C.J. Harris and P.M. Sharkey, "Sparse modelling using orthogonal forward regression with PRESS statistic and regularization," IEEE Trans. Systems, Man and Cybernetics, Part B, Vol.34, No.2, pp.898-911, 2004. pdf
• S. Chen, L. Hanzo and A. Wolfgang, "Kernel-based nonlinear beamforming construction using orthogonal forward selection with Fisher ratio class separability measure," IEEE Signal Processing Letters, Vol.11, No.5, pp.478-481, 2004. pdf
• X. Hong, C.J. Harris, M. Brown and S. Chen, "Backward elimination methods for associative memory network pruning," Int. J. Hybrid Intelligent Systems, Vol.1, No.2, pp.90-99, 2004. pdf
• X. Hong, S. Chen and P.M. Sharkey, "Automatic kernel regression modelling using combined leave-one-out test score and regularised orthogonal least squares," Int. J. Neural Systems, Vol.14, No.1, pp.27-37, 2004. pdf
• A. Wolfgang, N.N. Ahmad, S. Chen and L. Hanzo, "Genetic algorithm assisted error probability optimisation for beamforming," Electronics Letters, Vol.40, No.5, pp.320-322, 2004. pdf
• S. Chen, "Adaptive minimum bit-error-rate filtering," IEE Proc. Vision, Image and Signal Processing, Special Issue on Non-linear and Non-Gaussian Signal Processing, Vol.151, No.1, pp.76-85, 2004. pdf
• X. Hong, C.J. Harris and S. Chen, "Robust neurofuzzy rule base knowledge extraction and estimation using subspace decomposition combined with regularization and D-optimality," IEEE Trans. Systems, Man and Cybernetics, Part B, Vol.34, No.1, pp.598-608, 2004. pdf
• S. Chen, T.B. Cook and L.C. Anderson, "A comparative study of two blind FIR equalizers,'' Digital Signal Processing, Vol.14, No.1, pp.18-36, 2004. pdf

Conference paper

• J. Wu, S. Chen and J. Chu, "Computing a FWL stability measure for second order digital systems," in Proc. IEEE 8th Int. Conf. Control, Automation, Robotic and Vision (Kunming, China), Dec.6-9, 2004, pp.1593-1598. pdf
• S. Chen, A. Wolfgang and L. Hanzo, "Constant modulus algorithm aided soft decision-directed blind space-time equalization for SIMO channels," in Proc. VTC2004 Fall (Los Angeles, USA), Sept.26-29, 2004, pp.1718-1722. pdf
• A. Wolfgang, S. Chen and L. Hanzo, "Radial basis function network assisted wide-band beamforming," in Proc. VTC2004 Fall (Los Angeles, USA), Sept.26-29, 2004, pp.266-270. pdf
• M.Y. Alias, S. Chen and L. Hanzo, "Genetic algorithm assisted minimum bit error rate multiuser detection in multiple antenna aided OFDM," in Proc. VTC2004 Fall (Los Angeles, USA), Sept.26-29, 2004, pp.548-552. pdf
• S. Chen, X.X. Wang and D.J Brown, "Sparse regression modelling using an incremental weighted optimization method based on boosting with correlation criterion," in Proc. 10th Annual Conf. Chinese Automation and Computing Society in UK (Liverpool), Sept.18, 2004, pp.37-42. pdf slides
• X.X. Wang, S. Chen and D.J. Brown, "Parsimonious support vector machine regression using orthogonal forward selection with the generalized kernel model," a poster presented at Sheffield Machine Learning Workshop (University of Sheffield, UK), Sept.7-10, 2004. pdf
• S. Chen, X. Hong and C.J. Harris, "Kernel density construction using orthogonal forward regression," in Proc. 5th Int. Conf. Intelligent Data Engineering and Automated Learning (Exeter, UK), August 25-27, 2004, pp.586-592. pdf slides
• S. Chen, X.X. Wang and D.J. Brown, "Orthogonal least square with boosting for regression," in Proc. 5th Int. Conf. Intelligent Data Engineering and Automated Learning (Exeter, UK), August 25-27, 2004, pp.593-599. pdf slides
• S. Chen, L. Hanzo, N.N. Ahmad and A. Wolfgang, "Adaptive minimum bit error rate beamforming assisted QPSK receiver," in Proc. ICC 2004 - Wireless Communications Symposium (Paris, France), June 20-24, 2004, Vol.6, pp.3389-3393. pdf slides
• S. Chen and E.S. Chng, "Concurrent constant modulus algorithm and soft decision directed scheme for fractionally-spaced blind equalization," in Proc. ICC 2004 - Signal Processing in Communications Symposium (Paris, France), June 20-24, 2004, Vol.4, pp.2342-2346. pdf slides
• A. Wolfgang, N.N. Ahmad, S. Chen and L. Hanzo, "Genetic algorithm assisted minimum bit error rate beamforming,'' in Proc. VTC2004 Spring (Milan, Italy), May 17-19, 2004, Vol.1, pp.142-146. pdf

2003

Book chapter

• S. Chen, "Least bit error rate adaptive multiuser detection," in: L.P. Wang, eds. Soft Computing in Communications, Berlin: Springer Verlag, 2003, pp.389--408. pdf

Journal paper

• M.Y. Alias, A.K. Samingan, S. Chen and L. Hanzo, "Multiple antenna aided OFDM employing minimum bit error rate multiuser detection," Electronics Letters, Vol.39, No.24, pp.1769-1770, 2003. pdf
• S. Chen, "Low complexity concurrent constant modulus algorithm and soft decision directed scheme for blind equalization," IEE Proceedings -- Vision, Image and Signal Processing, Vol.150, No.5, pp.312-320, 2003. pdf
• S. Urwin-Wright, D. Sanders and S. Chen, "Predicting terrain contours using a feed-forward neural network," Engineering Applications of Artificial Intelligence, Vol.16, No.5/6, pp.465-47, 2003. pdf
• X. Hong, C.J. Harris, S. Chen and P.M. Sharkey, "Robust nonlinear model identification methods using forward regression," IEEE Trans. Systems, Man and Cybernetics, Part A, Vol.33, No.4, pp.514-523, July 2003. pdf
• S. Chen, X. Hong and C.J. Harris, "Sparse kernel regression modelling using combined locally regularized orthogonal least squares and D-optimality experimental design," IEEE Trans. Automatic Control, Vol.48, No.6, pp.1029-1036, June 2003. pdf
• J. Wu, S. Chen, J.F. Whidborne and J. Chu, "A unified closed-loop stability measure for finite-precision digital controller realizations implemented in different representation schemes," IEEE Trans. Automatic Control, Vol.48, No.5, pp.816-822, May 2003. pdf
• S. Chen, X. Hong and C.J. Harris, "Sparse multi-output radial basis function network construction using combined locally regularised orthogonal least square and D-Optimality experimental design," IEE Proc. Control Theory and Applications, Vol.150, No.2, pp.139-146, March 2003. pdf
• S. Chen, B. Mulgrew and L. Hanzo, "Least bit error rate adaptive nonlinear equalizers for binary signalling," IEE Proc. Communications, Vol.150, No.1, pp.29-36, February 2003. pdf
• J. Wu, S. Chen, G. Li and J. Chu, "Constructing sparse realizations of finite-precision digital controllers based on a closed-loop stability related measure," IEE Proc. Control Theory and Applications, Vol.150, No.1, pp.61-68, January, 2003. pdf

Conference paper

• E.S. Chng, S. Chen and D. Rajan, "Optimal delay order selection for linear equalization problems," in Proc. IEEE 2003 Int. Symp. Intelligent Signal Processing and Communication Systems (Awaji Island, Japan), Dec.7-10, 2003, pp.850-853. pdf
• M.Y. Alias, A.K. Samingan, S. Chen and L. Hanzo, "Minimum bit error rate multiuser detection in multiple antenna added OFDM," in Proc. 8th Int. OFDM-Workshop (Hamburg, Germany), Sept. 24-25, 2003, pp.16-20. pdf
• J. Wu, S. Chen and J. Chu, "Comparative study on finite-precision controller realizations in different representation schemes," in Proc. 9th Annual Conf. Chinese Automation and Computing Society in UK (Luton, UK), Sept. 20, 2003, pp.257-261. pdf and slides
• S. Chen and X. Hong, "Orthogonal forward regression based on directly maximizing model generalization capability," in Proc. 9th Annual Conf. Chinese Automation and Computing Society in UK (Luton, UK), Sept. 20, 2003, pp.251-256. pdf and slides
• X. Hong, M. Brown, S. Chen and C.J. Harris, "An orthogonal forward regression algorithm combined with basis pursuit and D-optimality," in Proc. 2nd IEEE SMC UK & RI Chapter Conference: Cybernetics Intelligence -- Challenges and Advances (University of Reading, U.K.), 17 Sept. 2003, pp.57--62. pdf
• A.K. Samingan, S. Chen and L. Hanzo, "Adaptive minimum symbol-error-rate CDMA linear multiuser detector for pulse-amplitude modulation," in Proc. VTC2003-Spring (Jeju, Korea), April 22-25, 2003, Vol.4, pp.2812-2816. pdf
• X. Hong, C.J. Harris, S. Chen and P.M. Sharkey, "Robust identification for linear-in-the-parameters models," in Proc. IFAC Int. Conf. Intelligent Control Systems and Signal Processing (Faro, Portugal), April 8-11, 2003, pp.298-303. pdf
• S. Chen, L. Hanzo and N.N. Ahmad, "Adaptive minimum bit error rate beamforming assisted receiver for wireless communications," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (Hong Kong, China), April 6-10, 2003, Vol.IV, pp.640-643. pdf and slides

2002

Book chapter

• S. Chen and L. Hanzo, "Importance sampling simulation and multiple-hyperplane realization of the Bayesian decision feedback equaliser," in: J.G. McWhirter and I.K. Proudler, eds. Mathematics Signal Processing V, Oxford University Press, 2002, pp.157-167. pdf

Journal paper

• S. Urwin-Wright, D. Sanders and S. Chen, "Terrain prediction for an eight legged robot," J. Robotic Systems, Vol.19, No.2, pp.91-98, 2002. pdf
• S. Chen, "Importance sampling simulation for evaluating the lower-bound BER of the Bayesian DFE," IEEE Trans. Communications, Vol.50, No.2, pp.179-182, Feb. 2002. pdf
• S. Chen, J. Wu and G. Li, "Two approaches based on pole sensitivity and stability radius measures for finite precision digital controller realizations," Systems & Control Letters, Vol.45, No.4, pp.321-330, March 2002. pdf
• S. Chen, "Importance sampling simulation for evaluating lower-bound symbol error rate of the Bayesian DFE with multi-level signalling schemes," IEEE Trans. Signal Processing, Vol.50, No.5, pp.1229-1236, May 2002. pdf
• G. Li, J. Wu, S. Chen and K.Y. Zhao, "Optimum structures of digital controllers in sampled-data systems: a roundoff noise analysis," IEE Proc. Control Theory and Applications, Vol.149, No.3, pp.247-255, May 2002. pdf
• S. Chen, "Multi-output regression using a locally regularised orthogonal least square algorithm," IEE Proceedings -- Vision, Image and Signal Processing, Vol.149, No.4, pp.185--195, August 2002. pdf

Conference paper

• J. Wu and S. Chen, "Design of sparse digital finite-precision controller structures based on an improved closed-loop stability related measure," in Proc. 21st IASTED Int. Conf. Modelling, Identification, and Control - MIC 2002 (Innsbruck, Austria), Feb.18-21, 2002, pp.313-318. pdf
• S. Chen and L. Hanzo, "Block-adaptive kernel-based CDMA multiuser detection," IEEE Int. Conf. Communications (New York, USA) April 28 - May 2, 2002, Vol.2, pp.682-686. pdf
• S. Chen, B. Mulgrew and L. Hanzo, "Stochastic least-symbol-error-rate adaptive equalization for pulse-amplitude modulation," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (Oriando, Florida, USA), May 13-17, 2002, Vol.3, pp.2629-2632. pdf and slides
• S. Chen, "Minimum symbol-error-rate equalisation," in Proc. EPSRC/IEE Non-linear and Non-Gaussian Signal Processing Workshop (Peebles, Hydro, Scotland), July 8-9, 2002, 3 pages. pdf and slides
• J. Wu, S. Chen and J. Chu, "Optimal finite-precision controller realizations in block-floating-point format," in Proc. 21th Chinese Control Conference (Hangzhou, China), Aug.13-15, 2002, pp.387--393. pdf
• S. Chen, T.B. Cook and L.C. Anderson, "Blind FIR equalisation for high-order QAM signalling," in Proc. 6th Int. Conf. Signal Processing (Beijing, China), Aug.26-30, 2002, pp.1299--1302. pdf and slides
• S. Chen, "Locally regularised orthogonal least squares algorithm for the construction of sparse kernel regression models," in Proc 6th Int. Conf. Signal Processing (Beijing, China), Aug.26-30, 2002, pp.1229--1232. pdf and slides
• S. Chen, X. Hong and C.J. Harris, "Sparse data modelling using combined locally regularized orthogonal least squares and D-optimality design," in Proc. Combined Annual Conf. Institute of Automation, the Chinese Academy of Sciences, and Annual Conf. Chinese Automation and Computer Science Society in U.K. (Beijing, China), Sept.20-21, 2002, pp.112-117. pdf and slides
• J. Wu, S. Chen, G. Li and J. Chu, "Global optimal realizations of finite precision digital controllers," in Proc. 41st IEEE Conf. Decision and Control (Las Vegas, USA), Dec.10-13, 2002, pp.2941-2946. pdf and slides
• J. Wu, S. Chen, J.F. Whidborne and J. Chu, "Optimal floating-point realizations of finite-precision digital controllers," in Proc. 41st IEEE Conf. Decision and Control (Las Vegas, USA), Dec.10-13, 2002, pp.2570-2575. pdf and slides
• S. Chen, "Performance evaluation of Bayesian decision feedback equalizer with M-PAM symbols using importance sampling simulation," in Proc. 2nd IMA Int. Conf. Mathematics in Communications (Lancaster, U.K.), Dec. 16-18, 2002, 4 pages. pdf and slides
• S. Chen, N.N. Ahmad and L. Hanzo, "Smart beamforming for wireless communications: a novel minimum bit error rate approach," in Proc. 2nd IMA Int. Conf. Mathematics in Communications (Lancaster, U.K.), Dec. 16-18, 2002, 4 pages. pdf and slides

2001

Book chapter

• S. Chen and J. Wu, "The determination of optimal finite precision controller realizations using a global optimization strategy: a pole sensitivity approach," chapter 6 in: R.S.H. Istepanian and J.F. Whidborne, eds. Digital Controller Implementation and Fragility: A Modern Perspective, Springer, 2001, pp.87-104. pdf

Journal paper

• S. Chen, S.R. Gunn and C.J. Harris, "The relevance vector machine technique for channel equalization application," IEEE Trans. Neural Networks, Vol.12, No.6, pp.1529-1532, 2001. pdf
• B. Mulgrew and S. Chen, "Adaptive minimum-BER decision feedback equalisers for binary signalling," Signal Processing, Vol.81, No.7, pp.1479-1489, 2001. pdf
• J. Wu, S. Chen, G. Li, R.H. Istepanian and J. Chu, "An improved closed-loop stability related measure for finite-precision digital controller realizations," IEEE Trans. Automatic Control, Vol.46, No.7, pp.1162-1166, 2001. pdf
• S. Chen, R.H. Istepanian and B.L. Luk, "Digital IIR filter design using adaptive simulated annealing," Digital Signal Processing, Vol.11, No.3, pp.241-251, July 2001. pdf
• B.L. Luk, S. Galt and S. Chen, "Using genetic algorithms to establish efficient walking gaits for an eight-legged robot," Int. J. Systems Science, Vol.32, No.6, pp.703-713, 2001. pdf
• S. Chen, A.K. Samingan, B. Mulgrew and L. Hanzo, "Adaptive minimum-BER linear multiuser detection for DS-CDMA signals in multipath channels," IEEE Trans. Signal Processing, Vol.49, No.6, pp.1240-1247, 2001. pdf
• S. Chen, A.K. Samingan and L. Hanzo, "Support vector machine multiuser receiver for DS-CDMA signals in multipath channels," IEEE Trans. Neural Networks, Vol.12, No.3, pp.604--611, 2001. pdf
• A.K. Samingan, S. Chen and L. Hanzo, "Adaptive minimum-BER linear multiuser detection for CDMA signals in multipath channels with 4-QAM constellation" Electronics Letters, Vol.37, No.11, pp.721-723, 2001. pdf
• S. Chen, L. Hanzo and B. Mulgrew, "Decision feedback equalization using multiple-hyperplane partitioning for detecting ISI-corrupted M-ary PAM signals," IEEE Trans. Communications, Vol.49, No.5, pp.760-764, 2001. pdf
• S. Chen, Z. He and B. Luk, "A generic postprocessing technique for image compression," IEEE Trans. Circuits and Systems for Video Technology, Vol.11, No.4, pp.546-553, 2001. pdf
• J. Wu, S. Chen, G. Li and J. Chu, "Finit word length implementation issues for digital reduced-order observer-based controllers," Developments in Chemical Engineering and Mineral Processing, Vol.9, No.1/2, pp.41-48, 2001. pdf

Conference paper

• J. Wu, S. Chen and J. Chu, "Mixed $H_2/l_1$ optimization problem via Lagrange multiplier theory," in Proc. 7th Annual Chinese Automation and Computer Science Conf. in UK (Nottingham), Sept.22, 2001, pp.1-6. pdf
• S. Chen, "Kernel-based data modelling using orthogonal least squares selection with local regularisation," in Proc. 7th Annual Chinese Automation and Computer Science Conf. in UK (Nottingham), Sept.22, 2001, pp.27-30. slides
• S. Chen, B. Mulgrew and L. Hanzo, "Adaptive least error rate algorithm for neural network classifier," in Proc. 2001 IEEE Workshop Neural Networks for Signal Processing (Falmouth, MA, USA), Sept.10-12, 2001. pdf and slides
• B.L. Luk, D.S. Cooke, A.A. Collie, N.D. Hewer and S. Chen, "Intelligent legged climbing service robot for remote inspection and maintenance in hazardous environments," in Proc. 8th IEEE Conf. Mechatrinics and Machine Vision in Practice (Hong Kong, China), August 17-29, 2001, pp.252--256. pdf
• S. Chen, L. Hanzo and B. Mulgrew, "Multiple hyperplane detector for implementing the asymptotic Bayesian decision feeback equalizer," in Proc. IEEE Int. Conf. Communications (Helsinki, Finland), June 11-15, 2001, Vol.2, pp.361-365. pdf and slides
• S. Chen, A.K. Samingan, B. Mulgrew and L. Hanzo, "Adaptive minimum-BER linear multiuser detection," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (Salt Lake City, Utah, USA), May 7-11, 2001, Vol.2, pp.2253-2256. pdf and slides
• S. Chen, A.K. Samingan and L. Hanzo, "Adaptive multiuser receiver using a support vector machine technique," in Proc. IEEE Semiannual Vehicular Technology Conf., VTC2001 Spring (Rhodes, Greece), May 6-9, 2001, Vol.2, pp.604-608. pdf
• B.L. Luk, T.S. White, D.S. Cooke, N.D. Hewer, G. Hazel and S. Chen, "Climbing service robot for duct inspection and maintenance applications in a nuclear reactor," in Proc. 32nd Int. Symposium Robotics (Seoul, Korea), April 19-21, 2001, pp.41--46. pdf

2000

Journal paper

• S. Urwin-Wright and S. Chen, "Potential improvement to terrain prediction for a legged robot using artificial neural networks," J. Computing in Systems Engineering, Vol.6, No.1, pp.2--4, 2000.
• J. Wu, S. Chen, G. Li, R.H. Istepanian and J. Chu, "Shift and delta operator realizations for digital controllers with finite-word-length considerations," IEE Proc. Control Theory and Applications, Vol.147, No.6, pp.664-672, 2000. pdf
• S. Chen, B. Mulgrew and L. Hanzo, "Asymptotic Bayesian decision feedback equalizer using a set of hyperplanes," IEEE Trans. Signal Processing, Vol.48, No.12, pp.3493-3500, 2000. pdf
• S. Chen, A.K. Samingan and L. Hanzo, "Optimal decision feedback equalizer for M-PAM signals using a support vector machine solution," Electronics Letters, Vol.36, No.20, pp.1742-1744, 2000. pdf
• J. Wu, S. Chen, G. Li and J. Chu, "Optimal finite-precision state-estimate feedback controller realization of discrete-time systems," IEEE Trans. Automatic Control, Vol.45, No.8, pp.1550-1554, 2000. pdf
• S. Chen, S. Gunn and C.J. Harris, "Decision feedback equalizer design using support vector machines," IEE Proc. Vision, Image and Signal Processing, Vol.147, No.3, pp.213-219, 2000. pdf
• S. Chen, R.H. Istepanian, J. Wu and J. Chu, "Comparative study on optimizing closed-loop stability bounds of finite-precision controller structures with shift and delta operators," Systems & Control Letters, Vol.40, No.3, pp.153-163, 2000. pdf
• R.H. Istepanian, S. Chen, J. Wu and J.F. Whidborne, "Optimal finite-precision controller realization of sample data systems," Int. J. Systems Science, Vol.31, No.4, pp.429-438, 2000. pdf
• S. Chen, Z. He and P.M. Grant, "Artificial neural network visual model for image quality enhancement," Neurocomputing, Vol.30, No.1-4, pp.339-346, 2000. pdf

Conference paper

• S. Chen and L. Hanzo, "An importance sampling simulation method for Bayesian decision feedback equalizers," in Proc. 5th Int. Conf. Mathematics in Signal Processing (Warwick, UK), Dec.18-20, 2000. pdf
• B.Mulgrew and S. Chen, "Stochastic gradient minimum-BER decision feedback equalisers," in Proc. IEEE Symp. Adaptive Systems for Signal Processing, Communication and Control (Lake Louise, Alberta, Canada), Oct.1-4, 2000, pp.93-98. pdf
• S. Chen and J. Wu, "Comparative study on pole sensitivity and stability radius measures for finite-precision digital controller realizations," in Proc. 6th Annual Chinese Automation and Computer Science Conf. in UK (Loughborough, UK), Sept. 23, 2000, pp.1-6. pdf
• S. Chen, "IIR model identification using batch-recursive adaptive simulated annealing algorithm," in Proc. 6th Annual Chinese Automation and Computer Science Conf. in UK (Loughborough, UK), Sept.23, 2000, pp.151-155. pdf
• S. Chen, J. Wu, R.H. Istepanian and G. Li, "Optimal finite-precision digital controller realizations based on an improved closed-loop stability measure," in Proc. UKACC Control 2000 (Cambridge, UK), Sept.4-7, 2000, CD-ROM, 6 pages. pdf
• J. Wu, S. Chen, G. Li and J. Chu, "Digital finite-precision controller realizations with sparseness considerations," in Proc. 3rd Chinese World Cong. Intelligent Control and Intelligent Automation (Hefei, China), June 28-July 2, 2000, pp.2869-2873. pdf
• R.H. Istepanian, J. Wu and S. Chen, "Sparse realizations of optimal finite-precision teleoperation controller structures," in Proc. 2000 American Control Conf. (Chicago, IL), June 28-30, 2000, pp.687-691. pdf
• J. Wu, S. Chen, R.H. Istepanian, G. Li, J. Chu and J.F. Whidborn, "Stability issues of finite precision state estimate feedback controller realizations for discrete time systems," in Proc. 2000 American Control Conf. (Chicago, IL), June 28-30, 2000, pp.4189-4193. pdf
• S. Chen and C.J. Harris, "Design of the optimal separating hyperplane for the decision feedback equalizer using support vector machines," in Proc. IEEE ICASSP2000 (Istanbul, Turkey), June 5-9, 2000, Vol.V, pp.2701-2704. pdf

1999

Journal paper

• S. Chen and B. Mulgrew, "The minimum-SER linear-combiner decision feedback equaliser," IEE Proc. Communications, Vol.143, No.6, pp.347-353, 1999. pdf
• S. Chen, J. Wu, R.H. Istepanian, J. Chu and J.F. Whidborne, "Optimizing stability bounds of finite-precision controller structures for sampled-data systems in the delta operator domain," IEE Proc. Control Theory and Applications, Vol.146, No.6, pp.517-526, 1999. pdf
• S. Chen, J. Wu, R.H. Istepanian and J. Chu, "Optimizing stability bounds of finite-precision PID controller structures," IEEE Trans. Automatic Control, Vol.44, No.11, pp.2149-2153, 1999. pdf
• J. Wu, R.H. Istepanian and S. Chen, "Stability issues of finite precision controller structures for sampled data systems," Int. J. Control, Vol.72, No.15, pp.1331-1342, 1999. pdf
• S. Chen and B.L. Luk, "Adaptive simulated annealing for optimization in signal processing applications," Signal Processing, Vol.79, No.1, pp.117-128, 1999. pdf
• S. Chen, Y. Wu and B.L. Luk, "Combined genetic algorithm optimisation and regularised orthogonal least squares learning for radial basis function networks," IEEE Trans. Neural Networks, Vol.10, No.5, pp.1239-1243, 1999. pdf
• R.H. Istepanian, P.A. Balos, B. Woodward, S. Chen and B.L. Luk, "The comparative performance of mobile telemedical systems based on the IS-54 and GSM cellular telephone standards," J. Telemedicine and Telecare, Vol.5, No.2, pp.97-104, 1999. pdf

Conference paper

• R.H. Istepanian, A. Petrosian and S. Chen, "Application of ECG data compression wavelets for a wireless telecardiology system," in Proc. 21st Annual Int. Conf. IEEE Eng. in Medicine and Biology Society (Atlanta, USA), 1999, pp.701. pdf
• G.K. Pasparakis, B.L. Luk, R.H. Istepanian and S. Chen, "Novel image processing technique for CLAWAR machine navigation," in Proc. 2nd Int. Conf. Climbing and Walking Robots (Portsmouth, UK), Sept.13-15, 1999, pp.623-629.
• S. Galt, B.L. Luk, S. Chen, R.H. Istepanian, D.S. Cooke and N.D. Hewer, "Intelligent walking gait generation for legged robots," in Proc. 2nd Int. Conf. Climbing and Walking Robots (Portsmouth, UK), Sept.13-15, 1999, pp.605-613.
• J. Wu, R.H. Istepanian, J. Chu, J.F. Whidborne, S. Chen and B.L. Luk, "The optimal controller realization using the delta operator for sampled data systems with finite word length consideration," in Proc. 1999 European Control Conf. (Karlsruhe, Germany), Aug.31-Sept.3, 1999, pp.F933.1-F933.6. pdf
• S. Chen, R.H. Istepanian, J. Wu and J. Chu, "A comparative study on optimizing closed-loop stability bounds of finite-precision PID controller structures with shift and delta operator realizations," in Proc. DYCONS99 (Ottawa, Canada), Aug.5-7, 1999, pp.VI(A).1.1-VI(A)1.8.
• S. Chen, R.H. Istepanian and B.L Luk, "Signal processing applications using adaptive simulated annealing," in Proc. 1999 Cong. Evolutionary Computation (Washington DC, USA), July 6-9, 1999, pp.842-849. pdf
• J. Wu, R.H. Istepanian, J. Chu, J.F. Whidborn, S. Chen and J. Hu, "Stability issues of finite precision controller structures using the delta operator for sampled data systems," in Proc. 14th IFAC World Cong. (Beijing, China), July 5-9, 1999, Vol.Q, pp.417-422. pdf
• S. Chen, R.H. Istepanian and J. Wu, "Optimizing stability bounds of finite-precision PID controllers using adaptive simulated annealing," in Proc. 1999 American Control Conf. (San Diego, USA), June 2-4, 1999, pp.4316-4320. pdf

1998

Book chapter

• S.A. Billings and S. Chen, "The determination of multivariable nonlinear models for dynamic systems," in Control and Dynamic Systems , Volume 7 of Neural Network Systems Techniques and Applications, ed. C.L. Leondes, San Diego: Academic Press, 1998, pp.231-278. pdf

Journal paper

• S. Chen, B. Mulgrew, E.S. Chng and G. Gibson, "Space translation properties and the minimum-BER linear-combiner DFE," IEE Proc. Communications, Vol.145, No.5, pp.316-322, 1998. pdf
• Z.R. Yang and S. Chen, "Robust maximum likelihood training of heteroscedastic probabilistic neural networks," Neural Networks, Vol.11, No.4, pp.739-747, 1998. pdf
• S. Chen and Y. Wu, "Maximum likelihood joint channel and data estimation using genetic algorithms," IEEE Trans. Signal Processing, Vol.46, No.5, pp.1469-1473, 1998. pdf
• S. Chen, B.L. Luk and Y. Liu, "Application of adaptive simulated annealing to blind channel identification with HOC fitting," Electronics Letters, Vol.34, No.3, pp.234-235, 1998. pdf

Conference paper

• T.K. Kalyvas, B.L. Luk, S. Chen and R.H. Istepanian, "A landmark selection methodology for unsupervised walking and climbing robot navigation in dynamic 3-dimensional environments," in Proc. 1st Int. Symp. CLAWAR'98 (Brussels, Belgium), Nov.26-28, 1998, Part 2, pp.7-10.
• G.K. Pasparakis, B.L. Luk, R.H. Istepanian and S. Chen, "Unsupervised 3-dimensional construction of environments for walking and climbing robot applications," in Proc. 1st Int. Symp. CLAWAR'98 (Brussels, Belgium), Nov.26-28, 1998, Part 2, pp.17-22.
• S. Chen, R.H. Istepanian, J.F. Whidborne and J. Wu, "Adaptive simulated annealing for designing finite-precision PID controller structures," in IEE Colloquium Optimisation in Control: Methods and Applications (London), Nov.10, 1998, pp.3/1-3/3. pdf
• Y. Liu, E.W. Abel, J.J.F. Belch and S. Chen, "An impulse response flow cytometric technique for blood cell characterisation -- instrumentation and preliminary evaluation," in Proc. 20th Annual Int. Conf. IEEE Eng. in Medicine and Biology Society (Hong Kong, China), Oct.29-Nov.1, 1998, pp.1881-1884. pdf
• Z. He, S. Chen, B. Luk and R. Istepanian, "Postprocessing for image coding applications using neural network visual model," in Proc. 8th IEEE Workshop Neural Networks for Signal Processing (Cambridge, UK), Aug.31-Sept.3, 1998, pp.557-566. pdf
• S. Chen and Y. Wu, "Genetic algorithm optimisation for maximum likelihood joint channel and data estimation," in Proc. ICASSP-98 (Seattle, USA), May 12-15, 1998, pp.1157-1160. pdf

1997

Journal paper

• S. Chen, Y. Wu and S. McLaughlin, "Genetic algorithm optimisation for blind channel identification with higher-order cumulant fitting," IEEE Trans. Evolutionary Computation, Vol.1, No.4, pp.259-266, 1997. pdf

Conference paper

• S. Chen, S. McLaughlin, P.M. Grant and B. Mulgrew, "Joint channel estimation and data detection using a blind Bayesian decision feedback equaliser," in IEE Colloquium Blind Deconvolution - Algorithms and Applications (London), Sept.27, 1997, p4/1-5. pdf
• S. Chen, Y. Wu and S. McLaughlin, "Blind channel identification based on higher-order cumulant fitting using genetic algorithms," in Proc. 5th IEEE Signal Processing Workshop Higher-Order Statistics (Banff, Alberta, Canada), July 21-23, 1997, pp.184-188. pdf
• G. Qiu, Z. He and S. Chen, "Post-processing block coded images using artificial neural networks," 6th IEE Int. Conf. Image Processing and Its Application (Trinity College, Dublin, Ireland), July 14-17, 1997, pp.684-687. pdf
• Z. He and S. Chen, "Using visual feature extraction neural network model to improve performance of quadtree based image coding," 5th IEE Int. Conf. Artificial Neural Networks (Cambridge, UK), July 7-9, 1997, pp.30-35. pdf

1996

Book chapter

• E.S. Chng, B. Mulgrew, S. Chen and G. Gibson, "Approximating the Bayesian decision boundary for channel equalisation using subset radial basis function network," in: S.W. Ellacott, J.C. Mason and I. Anderson, eds. Mathematics of Neural Networks: Models, Algorithms and Applications, Kluwer Academic Publisher, 1996, pp.151--155. pdf

Journal papers

• S. Chen, S. McLaughlin, B. Mulgrew and P.M. Grant, "Bayesian decision feedback equaliser for overcoming co-channel interference," IEE Proc. Communications, Vol.143, No.4, pp.219-225, 1996. pdf
• S. Chen, E.S. Chng and K. Alkadhimi, "Regularised orthogonal least squares algorithm for constructing radial basis function networks," Int. J. Control, Vol.64, No.5, pp.829-837, 1996. pdf
• P.M. Grant, S. Chen and B. Mulgrew, "Nonlinear adaptive filter performance in typical applications," A. Rev. Control, Vol.20, No.0, pp.107-118, 1996. pdf
• E.S. Chng, S. Chen and B. Mulgrew, "Gradient radial basis function network for nonlinear and nonstationary time series prediction," IEEE Trans. Neural Networks, Vol.7, No.1, pp.190-194, 1996. pdf

Conference paper

• Z. He, G. Qiu and S. Chen, "Visual vector quantization for image compression based on Laplacian pyramid structure," in Proc. 3rd Int. Workshop Image and Signal Processing (Manchester, UK), Nov.4-7, 1996, pp.7-10. pdf
• S. Chen, E.S. Chng, B. Mulgrew and G. Gibson, "Minimum-BER linear-combiner DFE," in Proc. ICC'96 (Dallas, Texas), 1996, Vol.2, pp.1173-1177. pdf

1995

Book chapter

• S. Chen, "Adaptive equalisation using neural networks," chapter 10 in Applications of Neural Networks, A.F. Murray, ed., Kluwer, 1995, pp.241-265.
• S.A. Billings and S. Chen, "Neural networks and system identification," a chapter in Neural Networks Applications for Control, G.W. Irwin, K. Warwick and K.J. Hunt, eds., IEE, 2nd Edition, 1995.

Journal paper

• S. Chen and J. Wigger, "Fast orthogonal least squares algorithm for efficient subset model selection," IEEE Trans. Signal Processing, Vol.43, No.7, pp.1713-1715, 1995. pdf
• S. Chen, S. McLaughlin, B. Mulgrew and P.M. Grant, "Adaptive Bayesian decision feedback equaliser for dispersive mobile radio channels," IEEE Trans. Communications, Vol.43, No.5, pp.1937-1946, 1995. pdf
• S. Chen, S. McLaughlin, P.M. Grant and B. Mulgrew, "Multi-stage blind clustering equaliser," IEEE Trans. Communications, Vol.43, No.3, pp.701-705, 1995. pdf
• E.S. Chng, S. Chen and B. Mulgrew, "Efficient computational schemes for the orthogonal least squares algorithm," IEEE Trans. Signal Processing, Vol.43, No.1, pp.373-376, 1995. pdf
• S. Chen, "Nonlinear time series modelling and prediction using Gaussian RBF networks with enhanced clustering and RLS learning," Electronics Letters, Vol.31, No.2, pp.117-118, 1995. pdf

Conference paper

• S. Chen, Y. Wu and K. Alkadhimi, "A two-layer learning method for radial basis function networks using combined genetic and regularised OLS algorithm," in Proc. 1st IEE/IEEE Int. Conf. GALESIA'95 (Sheffield, UK), September 12-14, 1995, pp.245-249. pdf
• E.S. Chng, B. Mulgrew, S. Chen and G. Gibson, "Optimum lag and subset selection for radial basis function equaliser," in Proc. 1995 IEEE Workshop Neural Networks for Signal Processing (Cambridge, USA), Aug.31-Sept.2, 1995, pp.593-602. pdf
• E.S. Chng, B. Mulgrew, S. Chen and G. Gibson, "Realizing the optimum decision boundary for channel equalisation using radial basis function and linear networks," in Proc. Mathematics for Neural Networks and Applications (Oxford, UK), July 3-5, 1995.
• S. Chen, "Regularised OLS algorithm with fast implementation for training multi-output radial basis function networks," in Proc. IEE 4th Int. Conf. Artificial Neural Networks (Cambridge, UK), June 26-28, 1995, pp.290-294. pdf

1994

Book chapter

• S. Chen and S.A. Billings, "Neural networks for non-linear dynamic systems modeling and identification,'' in: C.J. Harris, eds. Advances in Intelligent Control, London: Taylor & Francis, 1994.

Journal paper

• S. Chen, "Radial basis functions for signal prediction and system modelling," J. Applied Science and Computations, Special Issue on the Theory and Applications of Radial Basis Functions, Vol.1, No.1, 1994
• S. Chen, S. McLaughlin and B. Mulgrew, "Complex-valued radial basis function network, Part II: application to digital communications channel equalisation," Signal Processing, Vol.36, pp.175-188, 1994.
• S. Chen, S. McLaughlin and B. Mulgrew, "Complex-valued radial basis function network, Part I: network architecture and learning algorithms," Signal Processing, Vol.35, No.1, pp.19-31, 1994.

Conference paper

• E.S. Chng, S. Chen and B. Mulgrew, "Improving the radial basis function network for homogeneous nonstationary time series prediction," in Proc. EUSIPCO-94 (Edinburgh, Scotland), Sept.11-16, 1994, pp.1819-1822.
• S. Chen, "Modelling and identification of nonlinear dynamic systems," in Proc. SPIE Advanced Signal Processing: Algorithms, Architectures, and Implementations V (San Diego, USA), July 24-29, 1994, pp.270-278. pdf
• S. Chen, E.S. Chng and K. Alkadhimi, "Schemes for improving generalisation properties of the radial basis function network," in Proc. 14th IMACS World Cong. Computational and Applied Mathematics (Atlanta, USA), July 11-15, 1994.
• S. Chen, S. McLaughlin, B. Mulgrew and P.M. Grant, "Adaptive Bayesian decision feedback equaliser incorporating co-channel interference compensation," in Proc. IEEE ICC'94 (New Orleans, USA), May 1-5, 1994, Vol.1, pp.330-533. pdf
• E.S. Chng, S. Chen and B. Mulgrew, "Reducing the computational requirement of the orthogonal least squares algorithm," in Proc. IEEE ICASSP-94 (Adelaide, Australia), April 19-22, 1994, Vol.3, pp.529-532. pdf
• E.S. Chng, B. Mulgrew and S. Chen, "Backtracking orthogonal least squares algorithm for model selection," in Proc. IEE Colloquium Maths. Aspects of Digital Signal Processing (Bristol, UK), Feb.10, 1994, pp/10/1-10/5. pdf

1993

Journal paper

• P.E. An, M. Brown, S. Chen and C.J. Harris, "Comparative aspects of neural network algorithms for on-line modelling of dynamic processes," Proc. I. MECH. E., Pt.I, J. Systems and Control Eng., Vol.207, pp.223-241, 1993. pdf
• S. Chen, S. McLaughlin, P.M. Grant and B. Mulgrew, "Fast blind equalisation based on a Bayesian decision feedback equaliser," Electronics Letters, Vol.29, No.10, pp.891-893, 1993. pdf
• S. Chen, B. Mulgrew and S. McLaughlin, "Adaptive Bayesian equaliser with decision feedback," IEEE Trans. Signal Processing, Vol.41, No.9, pp.2918-2927, 1993. pdf
• S. Chen, B. Mulgrew and P.M. Grant, "A clustering technique for digital communications channel equalisation using radial basis function networks," IEEE Trans. Neural Networks, Vol.4, No.4, pp.570-579, 1993. pdf

Conference paper

• S. Chen, S. McLaughlin, B. Mulgrew and P.M. Grant, "Joint channel estimation and data detection using a blind Bayesian decision feedback equaliser," in Proc. IEEE GLOBECOM'93 (Houston, USA), Nov.29-Dec.2, 1993, Vol.3, pp.2017-2021. pdf
• S. Chen, "Nonlinear modelling and identification using neural networks," in Proc. 1st Chinese World Cong. Intelligent Control and Intelligent Automation (Beijing, China), August 26-30, 1993, pp.707-712.
• S. Chen, S. McLaughlin, P.M. Grant and B. Mulgrew, "Reduced-complexity multi-stage blind clustering equaliser," in Proc. IEEE ICC'93 (Geneva, Switzerland), 1993, pp.1149-1153. pdf
• S. Chen, P.M. Grant, S. McLaughlin and B. Mulgrew, "Complex-valued radial basis function networks," in Proc. IEE 3rd Int. Conf. Artificial Neural Networks (Brighton, UK), 1993, pp.148-152.. pdf
• P.M. Grant, B. Mulgrew, S. McLaughlin and S. Chen, "Nonlinear architectures for equalisation, signal prediction and system modelling," DSP: The Enabling Technology for Communications (Amsterdam), March 9-10, 1993.

1992

Book chapter

• S.A. Billings and S. Chen, "Neural networks and system identification," a chapter in Neural Networks for Control and Systems: Principles and Applications, Peter Peregrinus, 1992.
• S. Chen, C.F.N. Cowan and P.M. Grant, "Orthogonal least squares learning algorithm for radial basis function networks," a chapter in Artificial Neural Networks: Concepts and Control Applications, V.R. Vemuri, ed., IEEE Computer Society Press: New York, 1992.

Journal paper

• S. Chen and S.A. Billings, "Neural networks for non-linear dynamic system modelling and identification," Int. J. Control, Vol.56, No.2, Special Issue on Intelligent Control, pp.319-346, 1992. pdf
• S. Chen and B. Mulgrew, "Overcoming co-channel interference using an adaptive radial basis function equaliser," Signal Processing, Vol.28, No.1, pp.91-107, 1992.
• S. Chen, P.M. Grant and C.F.N. Cowan, "Orthogonal least squares algorithm for training multi-output radial basis function networks," IEE Proc. Part F, Vol.139, No.6, Special Issue on Artificial Neural Networks, pp.378-384, 1992. pdf
• S.A. Billings, H.B. Jamaluddin and S. Chen, "Properties of neural networks with applications to modelling nonlinear dynamical systems," Int. J. Control, Vol.55, No.1, pp.193-224, 1992. pdf
• S. Chen, S.A. Billings and P.M. Grant, "Recursive hybrid algorithm for non-linear system identification using radial basis function networks," Int. J. Control, Vol.55, No.5, pp.1051-1070, 1992. pdf

Conference paper

• S.A. Billings and S. Chen, "Neural networks and system identification," in Proc. IEE Workshop Neural Networks for Control and Systems: Principles and Applications (Reading, UK), April, 1992.
• S. Chen, B. Mulgrew, S. McLaughlin and P.M. Grant, "Adaptive Bayesian equaliser with feedback for mobile radio channels," in Proc. 2nd COST 229 Workshop on Adaptive Algorithms in Communications (Bordeaux-Technopolis, France), Sept.30-Oct.2, 1992, pp.111-120.
• S. Chen, B. Mulgrew and S. McLaughlin, "Adaptive Bayesian decision feedback equaliser based on a radial basis function network," in Proc. IEEE ICC'92 (Chicago, USA), 1992, pp.343.3.1-343.3.5. pdf

1991

Journal paper

• S. Chen, C.F.N. Cowan and P.M. Grant, "Orthogonal least squares learning algorithm for radial basis function networks," IEEE Trans. Neural Networks, Vol.2, No.2, pp.302-309, 1991. pdf
• S. Chen, G.J. Gibson, C.F.N. Cowan and P.M. Grant, "Reconstruction of binary signals using an adaptive radial-basis-function equalizer," Signal Processing, Vol.22, No.1, pp.77-93, 1991. pdf
• S.A. Billings, H.B. Jamaluddin and S. Chen, "A comparison of the backpropagation and recursive prediction error algorithms for training neural networks," Mechanical Systems and Signal Processing, Vol.5, No.3, pp.233-255, 1991. pdf

Conference paper

• S. Chen, P.M. Grant and C.F.N. Cowan, "Orthogonal least squares algorithm for training multi-output radial basis function networks," in Proc. IEE 2nd Int. Conf. Artificial Neural Networks, (Bournemouth, UK), 1991, pp.336-339. pdf

1990

Journal paper

• S. Chen, S.A. Billings, C.F.N. Cowan and P.M. Grant, "Practical identification of NARMAX models using radial basis functions," Int. J. Control, Vol.52, No.6, pp.1327-1350, 1990. pdf
• S. Chen, S.A. Billings, C.F.N. Cowan and P.M. Grant, "Non-linear systems identification using radial basis functions," Int. J. Systems Sci., Vol.21, No.12, pp.2513-2539, 1990.
• S. Chen, G.J. Gibson and C.F.N. Cowan, "Adaptive channel equalization using a polynomial-perceptron structure," IEE Proc. Part I, Vol.137, No.5, pp.257-264, 1990. pdf
• S. Chen, C.F.N. Cowan, S.A. Billings and P.M. Grant, "Parallel recursive prediction error algorithm for training layered neural networks," Int. J. Control, Vol.51, No.6, pp.1215-1228, 1990. pdf
• S. Chen, S.A. Billings and P.M. Grant, "Non-linear systems identification using neural networks," Int. J. Control, Vol.51, No.6, pp.1191-1214, 1990. pdf
• S. Chen, G.J. Gibson, C.F.N. Cowan and P.M. Grant, "Adaptive equalization of finite non-linear channels using multilayer perceptrons," Signal Processing, Vol.20, No.2, pp.107-119, 1990. pdf

Conference paper

• C.F.N. Cowan, P.M. Grant, S. Chen and G.J. Gibson, "Nonlinear classification and adaptive structures," in Proc. SPIE Conf., No.1348, Advanced Signal Processing Algorithms, Architectures, and Implementations (San Diego, USA), 1990, pp.62-72. pdf
• G.J. Gibson, S. Siu, S. Chen, C.F.N. Cowan and P.M. Grant, "The application of nonlinear architectures to adaptive channel equalisation," in Proc. IEEE ICC'90 (Atlanta, USA), 1990, pp.312.8.1.-312.8.5. pdf

Pre-1990

Book chapter

• S. Chen, P.D. Roberts and D.S. Wadhwani, "Integrated system optimisation and parameter estimation technique using a distributed hierarchical computer system," in Parallel Processing Techniques for Simulation, M.G. Singh, A.Y. Allidina and B.K. Daniels, eds., Plenum Press: New York, 1986, pp.203-215.

Journal paper

• S. Chen and S.A. Billings, "Modelling and analysis of non-linear time series," Int. J. Control, Vol.50, No.6, pp.2151-2171, 1989. pdf
• S.A. Billings and S. Chen, "Extended model set, global data and threshold model identification of severely non-linear systems," Int. J. Control, Vol.50, No.5, pp.1897-1923, 1989. pdf
• S. Chen, S.A. Billings and W. Luo, "Orthogonal least squares methods and their application to non-linear system identification," Int. J. Control, Vol.50, No.5, pp.1873-1896, 1989. pdf
• S.A. Billings, S. Chen and M.J. Korenberg, "Identification of MIMO non-linear systems using a forward-regression orthogonal estimator," Int. J. Control, Vol.49, No.6, pp.2157-2189, 1989. pdf
• S. Chen and S.A. Billings, "Representation of non-linear systems: the NARMAX model," Int. J. Control, Vol.49, No.3, pp.1013-1032, 1989. pdf
• S. Chen and S.A. Billings, "Recursive prediction error estimator for non-linear models," Int. J. Control, Vol.49, No.2, pp.569-594, 1989. pdf
• S.A. Billings, S. Chen and R.J. Backhouse, "The identification of linear and non-linear models of a turbocharged automotive diesel engine," Mechanical Systems and Signal Processing, Vol.3, No.2, pp.123-142, 1989. pdf
• S.A. Billings and S. Chen, "Identification of non-linear rational systems using a prediction-error estimation algorithm," Int. J. Systems Sci., Vol.20, No.3, pp.467-494, 1989.
• S. Chen and S.A. Billings, "Recursive maximum likelihood identification of a non-linear output-affine model," Int. J. Control, Vol.48, No.4, pp.1605-1629, 1988.
• S. Chen and S.A. Billings, "Prediction-error estimation algorithm for non-linear output-affine systems," Int. J. Control, Vol.47, No.1, pp.309-332, 1988.
• S.A. Billings, M.J. Korenberg and S. Chen, "Identification of non-linear output-affine systems using an orthogonal least-squares algorithm," Int. J. Systems Sci., Vol.19, No.8, pp.1559-1568, 1988.
• J. Lin, S. Chen and P.D. Roberts, "Modified algorithm for steady state integrated system optimisation and parameter estimation," IEE Proc. Pt.D, Vol.135, No.2, pp.119-126, 1988.
• C. Han, S. Chen and P.D. Roberts, "Modified algorithm for MIMO self-tuning control," Int. J. Control, Vol.45, No.5, pp.1515-1526, 1987.
• C. Han, J.E. Ellis, S. Chen and P.D. Roberts, "An integrated algorithm for stochastic steady-state system optimisation and parameter estimation," IMA J. Mathematical Control and Information, Vol.3, pp.323-335, 1986. pdf
• S. Chen, M. Brdys and P.D. Roberts, "An integrated system optimisation and parameter estimation technique for hierarchical control of steady-state systems," Int. J. Systems Sci., Vol.17, No.8, pp.1209-1228, 1986.
• M. Brdys, S. Chen and P.D. Roberts, "An extension to the modified two-step algorithm for steady-state system optimisation and parameter estimation," Int. J. Systems Sci., Vol.17, No.8, pp.1229-1243, 1986.

Conference paper

• S. Chen, G.J. Gibson, C.F.N. Cowan and P.M. Grant, "Recursive prediction error algorithm for training multilayer perceptrons," in Proc. IEEE Colloquium Adaptive Algorithms for Signal Estimation and Control (Edinburgh, Scotland), 1989, pp.10/1-10/7.
• S. Chen, D.S. Wadhwani and P.D. Roberts, "Hierarchical integrated system optimisation and parameter estimation using a microcomputer based system," in Proc. IEEE 25th Conf. Decision and Control (Athens, Greece), 1986, pp.859-864. pdf

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