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, "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

• 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 bite-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. postscript

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

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. postscript
• 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 minimum 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. postscript

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. postscript

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. postscript
• 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. postscript
• 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. postscript
• 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. postscript
• 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. postscript 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. postscript
• 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. postscript

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. postscript

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. postscript
• 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. postscript 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. postscript 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. postscript
• 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. postscript
• 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. postscript
• 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. postscript

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. postscript 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. postscript 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. postscript
• 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. postscript 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. postscript

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. postscript
• 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. postscript
• 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. postscript
• 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. postscript
• 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. postscript
• 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. postscript

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. postscript
• 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. postscript
• 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. postscript 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. postscript 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. postscript
• 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. postscript 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. postscript 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. postscript 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. postscript 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. postscript 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. postscript 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. postscript 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.

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.
• B. Mulgrew and S. Chen, "Adaptive minimum-BER decision feedback equalisers for binary signalling," Signal Processing, Vol.81, No.7, pp.1479-1489, 2001.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• J. Wu, S. Chen, G. Li and J. Chu, "FWL 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.

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.
• 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.
• S. Chen, B. Mulgrew and L. Hanzo, "Adaptive least error rate algorithm for neural network classifier," to be presented at 2001 IEEE Workshop Neural Networks for Signal Processing (Falmouth, MA, USA), Sept.10-12, 2001.
• 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.
• 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.
• 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.
• 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.
• 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.

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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.

Conference paper

• S. Chen and L. Hanzo, "An important sampling simulation method for Bayesian decision feedback equalizers," in Proc. 5th Int. Conf. Mathematics in Signal Processing (Warwick, UK), Dec.18-20, 2000.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.

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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.

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.
• 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.
• 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.
• 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.
• 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.

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.

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.
• 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.
• 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.
• 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.

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.
• 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.
• 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.
• 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.

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.

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.
• 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.
• 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.
• 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.

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.

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.
• 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.
• 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.
• 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.

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.
• 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.

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.
• 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.
• 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.
• 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.
• 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.

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.
• 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.
• 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.

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.
• 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.
• 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.
• 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.

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.
• 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.
• 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.
• 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.

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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.

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.

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.
• 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.
• 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.

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.

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.
• 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.
• 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.
• 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.
• 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.

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.62-68.
• 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.

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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.

Back to home page.