School of Mechanical, Electrical and Manufacturing Engineering

Staff

Professor Jonathon Chambers FREng FREng, FIEEE, DSc(Imperial)

Photo of Professor Jonathon Chambers FREng

Visiting Professor of Communications and Signal Processing

Jonathon Chambers is a widely-experienced academic and research leader and an expert in adaptive signal processing and machine learning and their application in biomedicine, communications and defence.  He holds PhD (1990) and DSc (2014) degrees from Imperial College.

He is an International Honorary Dean and Guest Professor within the College of Intelligent Systems Engineering and Science, Harbin Engineering University, China.

He has secured more than 30 research projects from industry and government to the value of more than £12M.  He was the Director of one of the two Dstl/EPSRC University Defence Research Collaboration consortia, LSSCN, which ran between 2013 and 2018, and was secured from Loughborough University.  He has co-authored two research monographs with Wiley, one in non linear adaptive signal processing and a second in EEG signal processing, the second edition of which will appear in 2021 entitled EEG signal processing and machine learning, and has published more than 600 other scientific works, including more than 200 journal papers, and has steered approaching 100 researchers to PhD graduation.

Jonathon is also an Emeritus Professor of Signal and Information Processing at the University of Leicester and is a Visiting Professor at the University of Newcastle and has additionally held senior academic positions at Cardiff University, King's College London and Imperial College.  He has served as an Associate Editor/Senior Area Editor for IEEE journals, including IEEE Trans. Signal Processing, for more than ten years and was a Co-Technical Programme Chair  for the IEEE flagship conference in Signal Processing, ICASSP, held in Prague, 2011, and a Plenary Chair for ICASSP 2019 held in Brighton.  He is currently an Area Editor in Communications Signal Processing for Digital Signal Processing. Subject Editor-in-Chief for Electronics Letters and an Associate Editor for Advances in Signal Processing. He is additionally a member of the organising committee of ICASSP 2022 which will be held in Singapore.  He was also a co-academic chair for FUSION 2018 which will be held at the University of Cambridge, UK. 

He was awarded the first QinetiQ Visiting Fellowship in 2007 "for his outstanding contributions to adaptive signal processing and his contributions to QinetiQ" as a result of his successful collaboration with the signal processing team at Malvern.  He also received the Teaching Excellence Award from the Department of Electronic and Electrical Engineering at Loughborough University and he was awarded one of the four Research-Informed Teaching Awards from Loughborough University in 2013.

He was elected as a Fellow of the Royal Academy of Engineering in 2012 and was elevated to a Fellow of the IEEE in 2011.  He is also a Fellow of the IET and Institute of Mathematics and its Applications (IMA).

Jonathon's education began in Singapore before continuing in Peterborough. After school he served in the Royal Navy as an artificer apprentice in action, data and control. He then studied for his first-degree in electronic and electrical engineering at the Polytechnic of Central London. He was the top graduate of the Polytechnic in 1985 and was awarded the Robert Mitchell Medal. His supervisor was Professor Gerry Cain, who first sparked his interest in the fascinating field of signal processing. After graduation, he was immediately appointed to the academic staff at the Polytechnic as a Lecturer in Signal Processing.

In 1986 he moved to Peterhouse, Cambridge University, for postgraduate research under the supervision of Professor Peter Rayner within the Department of Engineering. He also studied within the Department of Electrical and Electronic Engineering at Imperial College, under the supervision of Professor Tony Constantinides, from where he gained his PhD in adaptive signal processing in 1990. Following a year of postdoctoral research at Imperial College he joined Schlumberger Cambridge Research for three-years where he applied signal processing techniques to oilfield related problems such as measurements while drilling and volumetric analysis of multiphase flow.

In 1994 he returned to an academic career at Imperial College initially as a Lecturer in Signal Processing and then gaining promotion to a Readership in Signal Processing in 1998. Jonathon and his co-workers received the IEE Hartree Premium from the Informatics Division and the IEE Blumlein-Browne-Willans Premium from the Electronics and Communications Divisions for their research findings in adaptive signal processing.

In 2001 he was appointed to a Professorship in Signal Processing at King's College London and served as the Deputy Head of the Division of Engineering. In 2004 he was awarded a five-year Cardiff Professorial Fellowship. He initiated the Signal Separation: Theory and Engineering Relevance (SISTER) Cardiff-QinetiQ Partnership with Professor John McWhirter, FRS.

Jonathon was then delighted to join the Department of Electronic and Electrical Engineering, which then became the School of Electronic, Electrical and Systems Engineering, at Loughborough University in July 2007 where he led the Advanced Signal Processing Group. He also served as the Associate Dean Enterprise (ADE) and Research (ADR); and as the ADR for Loughborough University in London.  He continues to work in the School as a Visiting Professor.

Jonathon has served as an external UG/MSc programme examiner for Bristol, Cambridge, Durham, Imperial, Lancaster and Strathclyde Universities. He has always enjoyed teaching and delivered three modules in signal processing to undergraduate and postgraduate students. His greatest reward, however, is PhD supervision, and he wishes to acknowledge the outstanding researchers with whom he has worked and who have now moved on to many academic and industrial positions throughout the world.

Current Major Research Interests and Active Research Projects

Adaptive signal processing, estimation theory, robust statistics and machine learning

Applications: assisted living; defence; navigation; human machine interaction and wireless communications 

(CI) 2017-2021 EP/R002665/1 "Full Duplex for Underwater Acoustic Communications", EPSRC, £517K (FEC), collaboration with York and Atlas Elektronik UK

(PI) 2018-2022 EP/R006377/1 "Communications Signal Processing Solutions for Massive Machine-to-Machine Commmunications", EPSRC, £340K (FEC), collaboration with KCL, QMUL and Lboro 

Selected PhD Graduates of Prof. Jonathon Chambers:

2021 M. Roopak, Intrusion Detection System for IoT Networks for Detection of DDoS Attacks

2020 F. Asifiany, Towards an Enhanced Noncoherent Massive MU-MIMO System

2020 H. Hussein, Signal Processing and Machine Learning Techniques for Image-Based Facial Expression Recognition.

2019 Z. Fu, Measurement-Driven Filtering for Online Multiple Human Tracking

2019 M. Alageli, Secure Simultaneous Wireless Information and Power Transfer in MIMO Systems

2019 K. Adhikari, High-Accuracy State Estimation of Physiological Tremor for Robotic Handheld Surgical Instruments

2018 S. Erateb, Enhance IVA for Audio Separation in Highly Reverberant Environments

2017 M. Al-Kaltakchi, Robust Text Independent Closed Set Speaker Identification Systems...

2017 S. Alkassar, Advancing the Technology of Sclera Recognition

2017 M. Abdullah, Advancing Iris Biometric Technology

2017 W. Rafique, Enhanced Independent Vector Analysis for Speech Separation in Room Environments

2016 Z. Zohny, Robust Variational Bayesian Clustering for Underdetermined Speech Separation

2016 P. Feng, Enhanced Particle PHD Filtering for Human Tracking 

2016 J. Harris, Online Source Separation in Reverberant Environments Exploiting Known Source Locations

2015 Z. Tian, Buffer-Assisted Relay Networks

2015 W. Qaja, Distributed Space Time Block Coding and Application in Cooperative Cognitive Relay Networks

2015 P. Wheeler, Adaptive Notch Filtering for Multiple Complex Sinusoidal Signals

2015 L. Ge, Distributed Space-Time Coding including the Golden Code with Application in Cooperative Wireless Networks

2015 M. Manna, Modified Quasi-Orthogonal Space-Time Block Coding in Distributed Wireless Networks

2014 M. Eddaghel, Mitigating PAPR in Cooperative Wireless Networks with Frequency Selective Channels and Relay Selection

2014 A. Rhuma, Intelligent Computer Vision Processing Techniques for Fall Detection in Enclosed Environments

2014 U. Mannai, Novel Transmission Schemes for Application in Two-way Cooperative Relay Wireless Communication Networks

2014 O. Alnatouch, Distributed Transmission Schemes for Wireless Communication Networks

2014 A. ur-Rehman, Bayesian-Based Techniques for Tracking Multiple Humans in an Enclosed Environment

2013 Y. Liang, Enhanced Independent Vector Analysis for Audio Separation in a Room Enviroment

2013 M.S. Khan, Informed Algorithms for Sound Source Separation in Enclosed Reverberant Environments

2013 M. Yu, Computer Vision Based Techniques for Fall Detection with Application Towards Assisted Living
 
2012 A. Elazreg, Distributed Space-Time Block Coding in Asynchronous Cooperative Relay Networks
 
2012 G. Chen, Rate Enhancement and Multi-Relay Selection Schemes for Application in Wireless Cooperative Networks

2012 F. Alotaibi, Distributed Space-Time Block Coding in Cooperative  Relay Networks with Application in Cognitive Radio

2012 M. Hayes, Distributed Quasi-Orthogonal Space-Time Coding in Wireless Cooperative Relay Networks

2011 A. Anandkumar, Robust Game-Theoretic Algorithms for Distributed Resource Allocation in Wireless Communications

2009 L. Li, Adaptive Algorithms and Variable Structures for Distributed Estimation

2009 S.M. Naqvi, Multimodal Methods for Blind Source Separation of Audio Sources

2009 N.E. Eltayeb , Space-Time Coding for Broadband Point-to-Point and Cooperative Wireless Communications

2008 T. Tsalaile, Digital Signal Processing Algorithms and Techniques for the Enhancement of Lung Sound Measurement

2008 A. Aubrey, Exploiting the Bi-modality of Speech in the Cocktail Party Problem

2008 J. Foster, Algorithms and Techniques for Polynomial Matrix Decompositions

2007 Y. Zhang Adaptive Algorithms and Structures with Potential Application in Reverberation Time Estimation in Occupied Rooms

2007 C.C. Took, Blind Source Separation via Independent and Sparse Component Analysis with Application to Temporomandibular Disorder

2006 R. Nawaz, Low Complexity Channel Shortening and Equalization for Multicarrier Systems

2006 T. Bowles, Signal Processing Techniques for the Interpretation of Microarray Measurements

2005 Z. Zhang, Sinusoidal Frequency Estimation with Applications to Ultrasound

2003 M. Klajman, Mixed Statistics in Blind Source Separation

2002 P. Yuvapoositanon, Blind Adaptive Techniques for Direct-Sequence Code Division Multiple Access Receivers

2002 Y. Luo, A Mixed Cross-Correlation and Constant Modulus Adaptive Algorithm for Joint Blind Equalization and Source Separation

2002 M. Jafari, Novel Sequential Algorithms for Blind Source Separation of Instantaneous Mixtures

2001 N. Forsyth, A Subband and Noise Robust Approach to Stereophonic Echo Cancellation

2001 N. Tangsangiumvisai, Algorithms and Structures for Stereophonic Acoustic Echo Cancellation

2001 C. Topping, Moving Object Enhancement in Noisy Video Sequences

1999 D. Mandic, Recurrent Neural Networks for Prediction: Architectures and Stability

1998 D. Brookes, Adaptive Algorithms for Low Complexity Equalizers in Mobile Communications

1997 S. Lambotharan, Algorithms and Structures for Blind Channel Equalization

1996 N. Chotikakamthorn, A Pre-Filtering Maximum Likelihood Approach to Multiple Source Direction Estimation

Selected Publications

Y. Huang, C. Xue, F. Zhu, W. Wang, Y. Zhang, and J.A. Chambers, "Adaptive Recursive Decentralized Cooperative Localization for Multi-Robot Systems with Time-Varying Measurement Accuracy", accepted for IEEE Trans. on Instrumentation and Measurement, 2021.

K. Adhikari, S. Tatinati, K.C. Veluvolu, and J.A. Chambers, "Physiological Tremor Filtering without Phase Distortion for Robotic Microsurgery", accepted for IEEE Trans. on Automation Science and Engineering, 2020.

Z. Abdullah, G. Chen, S. Lambotharan, and J.A. Chambers, "Optimization of Intelligent Reflecting Surface Assisted Full-Duplex Relay Networks", accepted for IEEE Wireless Communications Letters, 2020

N. Zhao, P. Shi, W. Xing, and J.A. Chambers, "Observer-Based Event-Triggered Approach for Stochastic Networked Control Systems Under Denial of Service Attacks", accepted for IEEE Trans. on Control of Network Systems, 2020

S. Alkassar, B.A. Jebur, M.A.M. Abdullah, J.H.A. Yahya, and J.A. Chambers, "Going Deeper: Magnification-Invariant Approach for Breast Cancer Classification Using Histopathological Images, accepted for IET Computer Vision, 2020.

P. Miao, G. Chen, X. Wang, Y. Yao, and J.A. Chambers, "Adaptive Nonlinear Equalization Combining Sparse Bayesian Learning and Kalman Filtering for Visible Light Communications", accepted for IEEE Journal of Lightwave Technology, 2020.

Y. Huang, Y. Zhang, Y. Zhao, P. Shi, and J.A. Chambers, "A Novel Outlier-Robust Kalman Filtering Framework based on Statistical Similarity Measure", accepted for IEEE Trans. Automatic Control, 2020.

Z. Abdullah, G. Chen, M. Abdullah, and J.A. Chambers, "Enhanced Secrecy Performance of Multihop IoT Networks with Cooperative Hybrid-Duplex Jamming", accepted for IEEE Information Forensics and Security, 2020

Y. Huang, Y. Zhang, P. Shi, and J.A. Chambers, "Variational Adaptive Kalman Filter with Gaussian-Inverse-Wishart-Mixture", accepted for IEEE Trans. Automatic Control, 2020.

W.M. Feng, ..., and J.A. Chambers, "UAV-Enabled SWIPT in IoT Networks for Emergency Communications", accepted for IEEE Wireless Comms Magazine, 2020.

A. Zaid, G. Chen, S. Lambotharan, and J.A. Chambers, "A Hybrid Relay and Intelligent Reflecting Surface Network and its Ergodic Performance Analysis", IEEE Wireless Communications Letters, Vol. 9(10), pp. 1653-1657, 2020.

Z. Abdullah, C. Tsimenidis, G. Chen, M. Johnson, and J.A. Chambers, "Efficient Low-Complexity Antenna Selection Algorithms in Multi-User Massive MIMO Systems with Matched Filter Precoding", IEEE Trans. Vehicular Technology, Vol. 69(3), pp. 2993-3007, 2020.

E. Tang, X. Zhang, C. Kanapathippillai, G. Chen, K.-K. Wong, and J.A. Chambers, "Energy Minimization in D2D-Assisted Cache-Enabled Internet of Things: A Deep Reinforcement Learning Approach", IEEE Trans. on Industrial Electronics, Vol. 16(8), pp. 5412-5423, 2020.

G. Lu, G. Chen, Y. Zhang, J. Tang, J. Wang, and J.A. Chambers, "Performance Analysis for Multi-hop Cognitive Radio Networks with Energy Harvesting by Using Stochastic Geometry", IEEE Internet of Things Journal, Vol. 7(2), pp. 1154-1163, 2020.

Y. Huang, Z. Wang, Y.G. Zhang, G. Jia, and J.A. Chambers, "An Improved Kalman Filter with Adaptive Estimation of Latency Probability", IEEE Trans. Circuits and Systems II, Vol. 67(10), pp. 2259-2263, 2020.

Y. Zhang, Y. Huang, Y. Zhao, L.S. Mihaylova, and J.A. Chambers, "Robust Rauch-Tung-Striebel Smoothing Framework for Heavy-tailed and/or Skew Noises", IEEE Trans. Aerospace and Electronics Systems, Vol. 56(1), pp. 415-441, 2020.

M. Alageli, A. Ikhlef, F. Alsifiany, M. Abdulah, G. Chen, and J.A. Chambers, "Optimal Downlink Transmission for Cell-Free SWIPT Massive MIMO Systems with Active Eavesdropping", IEEE Trans. Info. Forensics and Security, Vol. 15, pp. 1983-1998, 2019. 

G. Jia, Y. Huang, Y. Zhang, and J.A. Chambers, "A Novel Adaptive Kalman Filter with Unknown Probability of Measurement Loss", IEEE Signal Processing Letters, Vol. 26(12), pp. 1862-1866, 2019.

Y. Huang, Y. Zhang, and J.A. Chambers, “A Novel Kullback-Leilber Divergence Minimization-Based Adaptive Student’s t-Filter”, IEEE Trans. Signal Processing, Vol. 67(20), pp. 5417-5432, 2019.

F. Alsifiany, A. Ikhlef, M. Alageli, and J.A. Chambers, "Differential Downlink Transmission in Massive MU-MIMO Systems", IEEE Access, Vol. 7, pp. 86906-86919, 2019.

M. Abdullah, Z. Abdullah, G. Chen, J. Tang, and J.A. Chambers, "Performance Analysis of Cognitive Clustered M2M Random Networks with Joint User and Machine Device Selection", IEEE Access, Vol. 7, pp. 83515-83525, 2019.

G. Chen, M. Alkhawatrah, Y. Gong, S. Lambotharan, and J.A. Chambers, "Buffer-Aided Relay Selection for Cooperative NOMA in the Internet of Things", IEEE Journal Internet of Things, Vol. 6(3), pp. 5722-5731, 2019.

Y. Huang, Y. Zhang, P. Shi, Z. Wu, J. Qian, and J.A. Chambers, "Robust Kalman Filters Based on Gaussian Scale Mixture Distribution with Application to Target Tracking", IEEE Trans. Systems, Man. And Cybernetics, Vol. 49(10), pp. 2082- 2096, 2019.

Z. Fu, F. Angelini, J.A. Chambers, and M. Naqvi, "Multi-Level Cooperative Fusion of GM-PHD Filters for Online Multiple Human Tracking", IEEE Trans. Multimedia, Vol. 21(9), pp. 2277-2291, 2019.

Y. Huang, Y. Zhang, Y.Zhao, and J.A. Chambers, "A novel robust Gaussian-Student's t mixture distribution based Kalman filter", IEEE Trans. Signal Processing, Vol. 67(13), pp. 3606-3620, 2019.

J. Tang, Y. Liu, E. Alsusa, G. Chen, K.-K. Wang, and J.A. Chambers, "Energy Efficiency Optimization for NOMA with SWIPT", IEEE JSTSP, Vol. 13(3), pp. 452-466, 2019.

N. Jiang, Y. Deng, A. Nallanathan, and J.A. Chambers, "Deep Reinforcement Learning for Real-Time Optimization in NB-IoT Networks", IEEE JSAC Special Issue on AI and and ML for Communications and Networks, Vol. 37(6), pp. 1424-1440, 2019.

G. Chen, J. Coon, A. Mondal, B. Allen, and J.A. Chambers, "Performance Analysis for Multi-Hop Full-Duplex IoT Networks Subject to Poisson Distributed Interferers", IEEE Journal Internet of Things, Vol. 6(2), pp. 3467-3479, 2019

J. Luo, J. Tang, D. So, G. Chen, K. Cumanan, and J.A. Chambers, "A Deep Learning-Based Approach to Power Minimization in Multi-Carrier NOMA with SWIPT", IEEE Access, Vol. 7, pp. 17450-17460, 2019.

X. Zhang, M.R. Nakhai, G. Zheng, S. Lambotharan, and J.A. Chambers, "Distributed Foresight Energy Management in Smart-Grid-Powered Cellular Networks", IEEE Trans. Vehicular Tech, Vol. 68(4), pp. 4064-4068, 2019.

M. Alageli, A. Ikhlef, and J.A. Chambers, "SWIPT Massive MIMO Systems with Active Eavesdropping", IEEE JSAC Special Issue on Wireless Transmission of Information and Power, Vol. 37(1), pp. 233-247, 2019

Y. Sun, W. Wang, J.A. Chambers, and M. Naqvi, "Two-Stage Monaural Source Separation in Reverberant Room Environments using Deep Neural Networks", IEEE Trans. Audio, Speech and Language Processing, Vol. 27(1), pp. 125-139, 2019

A. Deligiannis, A. Daniyan, S. Lambotharan, and J.A. Chambers, "Secrecy Rate Optimizations for MIMO Communication Radar", IEEE Trans. Aerospace and Electronic Systems, Vol. 54(5), pp. 2481-2492, 2018

Q. Li, Y. Ben, S.M. Naqvi, J. Neasham, and J.A. Chambers, "Robust Student's t Based Cooperative Navigation for Autonomous Underwater Vehicles", IEEE Trans. Instrumentation and Measurement, Vol. 67(18), pp. 1762-177, 2018.

M. Yu, L. Gong, M. Oh, W-H Chen, and J.A. Chambers, "Multiple Model Ballistic Missile Tracking with State-Dependent Transitions and Gaussian Particle Filtering", IEEE Trans. Aerospace and Electronic Systems, Vol. 54(3), pp. 1066-1081, 2018.

V. Abolghasemi, M. Chen, A. Alameer, S. Ferdowsi, J.A. Chambers, and K. Nazarpour, "Incoherent Dictionary Pair Learning: Application to a Novel Open-Source Database of Chinese Numbers", IEEE Signal Processing Letters, Vol. 25(4), pp. 472-476, 2018.

Z. Fu, P. Feng, F. Angelini, J.A. Chambers, and S.M. Naqvi, "Particle PHD Filter Based Multiple Human Tracking using Online Group-Structured Dictionary Learning", IEEE Access, Vol. 6, pp. 2169-3536, 2018.

Y. Huang, Y. Zhang, Z. Wu, N. Li, and J.A. Chambers, "A novel adaptive Kalman filter with inaccurate process and measurement noise covariance matrics", IEEE Trans. Automatic Control, Vol. 63(2), pp. 594-601, 2018.

Y. Huang, Y. Zhang, B. Xu, Z Wu, and J.A. Chambers, "A New Adaptive Extended Kalman Filter for Cooperative Localization", IEEE Trans. Aerospace and Electronic Systems, Vol. 54(1), pp. 353-368, 2018.

M. Alageli, A. Ikhlef, and J.A. Chambers, "Optimization for Maximizing Sum Secrecy Rate in MU-MISO SWIPT Systems", IEEE Trans. Vehicular Technology, Vol. 67(1), pp. 537-553, 2018.

A.J. Al-Askery, C. Tsimenidis, S. Boussakta, and J.A. Chambers, "Performance Analysis of Coded Massive MIMO-OFDM Systems Using Effective Matrix Inversion", IEEE Trans. Communications, Vol. 65(12),  pp. 5244-5256, 2017.

Y. Huang, Y. Zhang, and J.A. Chambers, "A New Outlier Robust Student's t based Adaptive Gaussian Approximation Filter for Cooperative Localization", IEEE Trans. Mechatronics, Vol. 22(5), pp. 2380-2386, 2017.

F.J. Aparicio-Navaro, K.G. Kyriakopoulos, Y. Gong, D.J. Parish, and J.A. Chambers, "Using Pattern-of-Life as Contextual Information for Anomaly-based Intrusion Detection Systems", IEEE Access, Vol. 5, pp. 22177-22193, 2017.

A. Deligiannis, A. Panoui, S. Lambotharan, and J.A. Chambers, "Game Theoretic Power Allocation and the Nash Equilibrium Analysis for a Multistatic MIMO Radar Network", IEEE Trans. Signal Processing, Vol. 65, pp. 6397-6408, 2017.

A. Daniyan, Y. Gong, P. Feng, J.A. Chambers, and S. Lambotharan, "Kalman Gain Aided Particle PHD Filter for Multitarget Tracking", IEEE Trans. Aerospace and Electronic Systems, Vol. 53, pp 2251-2265, 2017.

M.A.M. Abdullah, S.S. Dlay, W.K. Woo, and J.A. Chambers, “Robust Iris Segmentation Method Based on a New Active Contour Force with Noncircular Normalization”, IEEE Trans. Systems, Man., and Cybernetics: Systems, Vol. 47, pp. 3128-3141, 2017.

R. Al-Nima, M.A.M. Abdullah, M. Al-Kaltakchi, S. Dlay, L. Woo and J.A. Chambers, "Finger Texture Biometric Verification Exploiting Multi-scale Sobel Angles Local Binary Pattern Features and Score-based Fusion", Vol. 70, pp. 178-189, 2017.

Y. Huang, Y. Zhang, N.Li, and J.A. Chambers, "A novel robust Student's t based Kalman filter", IEEE Trans. Aerospace and Electronic Systems, Vol. 53(3), pp. 1545-1554, 2017.

P. Feng, M. Naqvi, W. Wang, and J.A. Chambers, "Social Force Model based MCMC-OCSVM Particle PHD Filter for Multiple Human Tracking", IEEE Trans. Multimedia, Vol. 19(4), pp. 725-739, 2017.

S. Alkassar, W.L. Woo, S.S. Dlay, and J.A. Chambers, “Robust Sclera Recognition System with Novel

Sclera Segmentation and Validation Techniques”, IEEE Trans. Systems, Man. And Cybernetics, Vol. 47(3), pp. 474-486, 2017.

Z. Tian, Y.Gong, G. Chen, and J.A. Chambers, "Buffer-Aided Relay Selection with Reduced Packet Delay in Cooperative Networks", IEEE Trans. Vehicular Technology, Vol. 66(3), pp. 2567-2575, 2017.

J. Dong, W. Wang, W. Dai, M.D. Plumbley, Z.F. Han, and J.A. Chambers, "Analysis SIMCO Algorithms for Sparse Analysis Model Based Dictionary Learning, IEEE Trans. Signal Processing, Vol. 64(2), pp. 417-431, 2016. [Collaboration with University of Surrey]

A. Rehman, S.M. Naqvi, L. Mihaylova, and J.A. Chambers, "Multi-Target Tracking and Occlusion Handling with Learned Variational Bayesian Clusters and a Social Force Model, IEEE Trans. Signal Processing, Vol. 64(5), pp. 1320-1335, 2016. [Collaboration with University of Sheffield]

Y. Huang, Y. Zhang, N. Li, and J.A. Chambers, "A Robust Gaussian Approximate Fixed-Interval Smoother for Nonlinear Systems with Heavy-Tailed Process and Measurement Noises", IEEE Signal Processing Letters, Vol. 23(4), pp. 468-472, 2016. [Collaboration with Harbin Engineering University]

Y.G. Zhang, C.C. Wang, L. Zhao, and J.A. Chambers, "A Spatial Diffusion Strategy for Tap-Length Estimation Over Adaptive Networks", IEEE Trans. Signal Processing, Vol. 63(17), pp. 4487-4501, 2015. [Collaboration with Harbin Engineering University]

Z. Tian, Z. Chen, Y. Gong, and J.A. Chambers, "Buffer-Aided Max-Link Relay Selection in Amplify-and-Forward Cooperative Networks, IEEE Trans. Vehicular Technology, Vol. 64(2), pp. 553-565, 2015. [Collaboration with National Key Lab. of Science & Tech on Comms, Univ. of Electronic Science & Tech of China, Chengdu]

G. Chen, Y. Gong, P. Xiao, and J.A. Chambers, "Physical Layer Network Security in the Full Duplex Relay System, Vol. 10(3), pp. 574-583, 2015. [Collaboration with the University of Surrey]

G. Chen, Z. Tian, Y. Gong, and J.A. Chambers, "Decode-and-Forward Buffer-Aided Relay Selection in Cognitive Relay Networks", IEEE Trans. Vehicular Technology, Vol. 63(9), pp. 4723-4728, 2014.

G. Chen, Z. Tian, Y. Gong, Z. Chen, and J.A. Chambers, "Max-Ratio Relay Selection in Secure Buffer-Aided Cooperative Wireless Networks", IEEE Trans. Information Forensics and Security, Vol. 9(4), pp. 719-729, 2014. [Collaboration with National Key Lab. of Science & Tech on Comms, Univ. of Electronic Science & Tech of China, Chengdu]

B. Rivet, W. Wang, S.M. Naqvi, and J.A. Chambers, “Audio-Visual Speech Source Separation”, IEEE Signal Processing Magazine, Vol. 31(3), pp. 125-134, 2014. [Collaboration with University of Grenoble, France, and Surrey University]

M. Bernard, P. Koniusz, W. Wang, J. Kittler, S.M. Naqvi, and J.A. Chambers, “Robust Multi-Speaker Tracking via Dictionary Learning and Identity Modelling”, IEEE Trans. Multimedia, Vol. 16(3), pp. 864-880, 2014. [Collaboration with Surrey University]

Y. Rahulamathavan, S. Veluru, R. C.-W. Phan, J.A. Chambers, and M. Rajarajan, “Privacy-Preserving Clinical Decision Support System using Gaussian Kernel based Classification”, IEEE Trans. On Info. Technology in Medicine, Vol. 18(1), pp. 56-66, 2014. [Collaboration with City University and Multimedia Univ., Malaysia]

Q. Liu, W. Wang, P.J.B. Jackson, M. Barnard, J. Kittler and J.A. Chambers, “Source Separation of Convolutive and Noisy Mixtures using Audio-Visual Dictionary Learning and Probabilistic Time-Frequency Masking”, IEEE Trans. Signal Processing, Vol. 61(22), pp. 5520-5535, 2013. [Collaboration with Surrey University]

M.Yu, A. Rhuma, S.M. Naqvi, L. Wang and J.A. Chambers, “An unsupervised online support vector machine-based person-specific fall detection system for monitoring an elderly individual in a room environment”, IEEE Trans. On Info. Technology in Biomedicine, Vol. 17(6), pp. 1002-1014, 2013. [Collaboration with Shandong University of Science and Technology, China, and National Lab. of Pattern Recognition, Institute of Automation Chinese Academy of Sciences, Beijing, China]

M.S. Khan, S.M. Naqvi, W. Wang, and J.A. Chambers, “Video-aided model-based source separation in real reverberant rooms” IEEE Trans. Audio, Speech and Language Processing, Vol. 21, No. 9, pp. 1900-1912, 2013. [Collaboration with Surrey University]

Y. Rahulamathavan, R. C.-W, Phan, J.A. Chambers, and D.J. Parish, “Facial Expression Recognition in the Encrypted Domain based on Local Fisher Discriminant Analysis”, IEEE Trans. Affective Computing, Vol. 4(1), pp. 83-92, 2013. [Collaboration with City University]
 
M.Yu, A. Rhuma, S.M. Naqvi, L. Wang and J.A. Chambers, “Posture recognition based fall detection system for monitoring an elderly person in a smart home environment”, IEEE Trans. On Info. Technology in Biomedicine, Vol. 16, No. 6, pp. 1274-1286, 2012. [Collaboration with National Lab. of Pattern Recognition, Institute of Automation Chinese Academy of Sciences, Beijing, China]

F.Alotaibi and J.A. Chambers, "Outage Probability of Cooperative Cognitive Networks based on Distributed Orthogonal Space-time Block Codes", IEEE Trans on Vehicular Technology, Vol. 61, no. 8, pp. 3759-3765, 2012.

A. Khalili, M.A. Tinati, A. Rastegarnia and J.A. Chambers, "Steady-state Analysis of Diffusion LMS Adaptive Networks with Noisy Links, IEEE Transactions on Signal Processing, Vol 60 Issue 2, pp 974-979, 2012. [Collaboration with University of Malayer, Iran]

A. Khalili, M.A. Tinati, A. Rastegarnia and J.A. Chambers, "Transient analysis of diffusion least-mean squares adaptive networks with noisy channels", Int Journal of Adaptive Control and Signal Processing, Vol 26 Issue 2, pp 171-180, 2012. [Collaboration with University of Malayer, Iran]

A.J.G.Anandkumar, A. Anandkumar, S. Lambotharan and J.A. Chambers, "Robust Rate-Maximization Game Under Bounded Channel Uncertainty" IEEE Transactions on Vehicular Technology, Vol 60, No.9, pp. 4471-4486, 2011. [Collaboration with UCIrvine, USA]

Y. Sun, S. Hu, V. Azorin-Peris, S. Greenwald, J.A. Chambers, and Y. Zu, "Motion-compensated noncontact imaging photoplethysmography to monitor cardiorespiratory status during exercise", Journal of Biomedical Optics, Vol. 16(7), pp. 077010/1-9, 2011. [Collaboration with Barts & The London School of Medicine and Dentistry, and Shanghai Jiao Tong University, China]

Y. Zhang, and J.A. Chambers, "Exploiting all combinations of microphone sensors in overdetermined frequency domain blind source separation of speech signals", International Journal on Adaptive Control and Signal Processing, Vol. 4(5), pp. 88-94, 2011. [Collaboration with Harbin Engineering University, China]

S.M.R. Naqvi, M. Yu, and J.A. Chambers, “A Multimodal Approach for Blind Source Separation of Moving Sources”, IEEE Journal Selected Topics in Signal Processing, Vol 4 (5) pp 895-910, 2010.

J. Foster, J.G. McWhirter, M.R.Davies, and J.A. Chambers,  “An Algorithm for Calculating the QR and Singular Value Decompositions of Polynomial Matrices”,  IEEE Trans. Signal Processing, Vol. 58(3), pp. 1263-1274, 2010. [Collaboration with Cardiff University] 

L. Li, J.A. Chambers,  C. Lopes, and A. Sayed, “Distributed Estimation over an Adaptive Incremental Network based on the Affine Projection Algorithm”,  IEEE Trans. Signal Processing, Vol. 58(1), pp. 151-164, 2010.  [Collaboration with UCLA, USA]

W. Wang, A. Cichocki, and J.A. Chambers, “A multiplicative algorithm for convolutive non-negative matrix factorization based on squared Euclidean distance”, IEEE Trans. Signal Processing,  Vol. 57(7), pp. 2858-2863, 2009. [Collaboration with University of Surrey and Riken Lab, Japan] 

T. Tsalaile, R. Sameni, S. Sanei, C. Jutten, and J.A. Chambers, “Sequential Blind Source Extraction for Quasi-Periodic Signals with Time-Varying Period”, IEEE Trans. Biomedical Engineering, Vol. 56(3), pp 646- 655, 2009. [Collaboration with GIPSA-lab, Grenoble, France]

K. Nazarpour, Y. Wongsawat, S. Sanei, J.A. Chambers and S. Oraintara, “Removal of the Eye-Blink Artifacts from EEGs via STF-TS Modeling and Robust Minimum Variance Beamforming”, IEEE Transactions Biomedical Engineering, Vol. 55(9), pp. 2221-2231, Sept. 2008. [Collaboration with Cardiff University]

L.-T. Ong, M. Shikh-Bahaei, and J.A. Chambers, “Variable Rate and Variable Power MQAM System Based on Bayesian Bit Error Rate and Channel Estimation Technicques”, IEEE Transactions Communications,  Vol. 56(2), pp. 177-182, Feb. 2008. [Collaboration with King's College London]

Y. Zhang, N. Li, J.A. Chambers, and A.H. Sayed, “Steady state performance analysis of a variable tap-length LMS algorithm”, IEEE Transactions Signal Processing, Vol. 56(2), pp. 839-845, Feb. 2008. [Collaboration with UCLA, USA, and Harbin Engineering University, China]

C. Cheong Took, S. Sanei, J.A. Chambers, S. Rickard, and S. Dunne, “Fractional delay estimation for blind source separation and localization of TMD joint sounds”, IEEE Transactions Biomedical Engineering, Vol. 55(3),  pp. 949-956, July 2007.

C. Toker,  S. Lambotharan, and J.A. Chambers, “Joint Transceiver Design for MIMO Channel Shortening”,  IEEE Transactions Signal Processing, Vol. 55, pp. 3851-3866, 2007.

Athena Swan Bronze award

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Loughborough University
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Leicestershire
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