Tong, Jun

Overview

I am interested in signal processing and its applications to communication systems and instrumentation. I have been working on robust, low-complexity signal processing algorithms which are particularly relevant to applications with high-dimensional signals and imperfect knowledge of the model parameters. Their applications to communications aim to improve the spectrum and energy efficiencies in challenging environments.

Top Publications

Year	Title
2018	Linear shrinkage estimation of covariance matrices using low-complexity cross-validation Published in Signal Processing
2016	Shrinkage of covariance matrices for linear signal estimation using cross-validation Published in IEEE Transactions on Signal Processing
2012	Design and analysis of large MIMO systems with Krylov subspace receivers Published in IEEE Transactions on Signal Processing
2010	Iterative soft compensation for OFDM systems with clipping and superposition coded modulation Published in IEEE Transactions on Communications
2009	Superposition coded modulation with peak-power limitation Published in IEEE Transactions on Information Theory

Research Areas

0906 - ELECTRICAL AND ELECTRONIC ENGINEERING

Available as Research Supervisor

Member Of

IEEE

Selected Publications

Journal Article

Year	Title
2022	Achieving Long Distance Sensing Using Semiconductor Laser with Optical Feedback by Operating at Switching Status Published In Sensors
2022	Achieving high sensing resolution using a Microwave Photonic Signal generated by a laser diode with a control cavity Published In Optics and Lasers in Engineering
2022	Auxiliary Variable-Aided Hybrid Message Passing for Joint Channel, Phase Noise Estimation and Detection for Multi-User MIMO Systems Published In IEEE Open Journal of the Communications Society
2022	Massive MIMO With Group SIC Receivers and Low-Resolution ADCs Over Rician Fading Channels Published In IEEE Transactions on Vehicular Technology
2022	Microwave Photonic Sensing for High Performance Displacement Measurement Based on Period-One Dynamics in a Laser Published In Journal of Lightwave Technology
2022	Photoplethysmographic waveform detection for determining hatching egg activity via deep neural network Published In Signal, Image and Video Processing
2022	Regularized Covariance Estimation for Polarization Radar Detection in Compound Gaussian Sea Clutter Published In IEEE Transactions on Geoscience and Remote Sensing
2022	Structured Clutter Covariance Matrix Estimation for Airborne MIMO Radar with Limited Training Data Published In IEEE Geoscience and Remote Sensing Letters
2021	A low-complexity three-stage estimator for low-rank mmwave channels Published In IEEE Transactions on Vehicular Technology
2021	Covariance Matrix Whitening-Based Training Sample Selection Method for Airborne Radar Published In IEEE Geoscience and Remote Sensing Letters
2021	Fringe Order Correction for Fringe Projection Profilometry Based on Robust Principal Component Analysis Published In IEEE Access
2021	Improving the Performance of 3D Shape Measurement of Moving Objects by Fringe Projection and Data Fusion Published In IEEE Access
2021	Mutual Information-Based Waveform Design for MIMO Radar Space-Time Adaptive Processing Published In IEEE Transactions on Geoscience and Remote Sensing
2021	On the Performance of Massive MIMO Systems With Low-Resolution ADCs and MRC Receivers Over Rician Fading Channels Published In IEEE SYSTEMS JOURNAL
2021	Pattern Synthesis for Sparse Linear Arrays via Atomic Norm Minimization Published In IEEE Antennas and Wireless Propagation Letters
2020	3D shape measurement of shiny surfaces based on optimized combination of fringe patterns of different intensity Published In Measurement Science and Technology
2020	A New Algorithm for Displacement Measurement Using Self-Mixing Interferometry with Modulated Injection Current Published In IEEE Access
2020	A recursive angle-Doppler channel selection method for reduced-dimension space-time adaptive processing Published In IEEE Transactions on Aerospace and Electronic Systems
2020	Capacity Maximized Linear Precoder Design for Spatial-Multiplexing MIMO VLC Systems Published In IEEE Access
2020	DPSA: Dense pixelwise spatial attention network for hatching egg fertility detection Published In Journal of Electronic Imaging
2020	Dual-frequency doppler lidar based on external optical feedback effect in a laser Published In Sensors (Switzerland)
2020	Extreme-Learning-Machine-Based Noniterative and Iterative Nonlinearity Mitigation for LED Communication Systems Published In IEEE Systems Journal
2020	Grid-less variational Bayesian channel estimation for antenna array systems with low resolution ADCs Published In IEEE Transactions on Wireless Communications
2020	On the energy efficiency of massive MIMO systems with low-resolution ADCs and lattice reduction aided detectors Published In Symmetry
2020	Period-one Microwave Photonic Sensing by a Laser Diode with Optical Feedback Published In Journal of Lightwave Technology
2020	Shape-based filter for micro-aneurysm detection Published In Computers and Electrical Engineering
2020	Training-free moving target detection with uncertain a priori knowledge for airborne radar Published In IET Radar, Sonar and Navigation
2020	Transmitter polarization optimization for space-time adaptive processing with diversely polarized antenna array Published In Signal Processing
2019	A fringe projection profilometry scheme based on embedded speckle patterns and robust principal component analysis Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	A method for dynamic 3D shape measurements based on multiple-shot FTP and motion compensation Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	A new method for fringe order error correction in fringe projection profilometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Achieving high resolution measurement using laser diode operating at period one Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Channel covariance matrix estimation via dimension reduction for hybrid MIMO Mmwave communication systems Published In Sensors
2019	Compression-Based LMMSE Channel Estimation with Adaptive Sparsity for Massive MIMO in 5G Systems Published In IEEE Systems Journal
2019	Compressive Sensing-Based Data Aggregation Approaches for Dynamic WSNs Published In IEEE Communications Letters
2019	Effect of windowing on a sensing signal generated by self-mixing interferometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Encoder-decoder with dense dilated spatial pyramid pooling for prostate MR images segmentation Published In Computer Assisted Surgery
2019	Energy efficiency of massive MIMO systems with low-resolution ADCs and successive interference cancellation Published In IEEE Transactions on Wireless Communications
2019	Fast long-time coherent integration algorithm for detecting manoeuvring targets with high-order motion parameters based on GKT and ISCPF Published In IET Radar, Sonar and Navigation
2019	Fringe projection profilometry for the 3D shape measurement of objects with three-dimensional movements Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	High sensitive sensing by a laser diode with dual optical feedback operating at period-one oscillation Published In Applied Physics Letters
2019	Improve 3D shape reconstruction with dual-camera measurement fusion Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Knowledge-Aided Target Detection for Multistatic Passive Radar Published In IEEE Access
2019	Lung segmentation method with dilated convolution based on VGG-16 network Published In Computer Assisted Surgery
2019	Modeling for optical feedback laser diode operating in period-one oscillation and its application Published In Optics Express
2019	On Iterative Compensation of Clipping Distortion in OFDM Systems Published In IEEE Wireless Communications Letters
2019	On matrix completion-based channel estimators for massive MIMO systems Published In Symmetry
2019	Parameter Measurement of Biaxial Braided Composite Preform Based on Phase Congruency Published In Autex Research Journal
2019	Precoder Design for MIMO Visible Light Communications with Decision-Feedback Receivers Published In IEEE Photonics Technology Letters
2019	Saliency Detection via Full Convolution Neural Network and Low Rank Sparse Decomposition Published In Zidonghua Xuebao/Acta Automatica Sinica
2019	Tuning the Parameters for Precision Matrix Estimation Using Regression Analysis Published In IEEE Access
2019	V-Matrix-Based Scalable Data Aggregation Scheme in WSN Published In IEEE Access
2018	3D shape measurement of moving object with FFT-based spatial matching Published In Optics and Laser Technology
2018	Frequency Domain Equalization and Post Distortion for LED Communications with Orthogonal Polynomial Based Joint LED Nonlinearity and Channel Estimation Published In IEEE Photonics Journal
2018	Improving Measurement Sensitivity for a Displacement Sensor based on Self-Mixing Effect Published In IEEE Photonics Journal
2018	Iterative Nonlinearity Mitigation and Decoding for LED Communications Published In IEEE Photonics Technology Letters
2018	Knitted fabric structure recognition based on deep learning Published In Journal of the Textile Institute
2018	Knowledge-Aided Covariance Matrix Estimation via Kronecker Product Expansions for Airborne STAP Published In IEEE Geoscience and Remote Sensing Letters
2018	Laser self-mixing fiber Bragg grating sensor for acoustic emission measurement Published In Sensors
2018	Linear shrinkage estimation of covariance matrices using low-complexity cross-validation Published In Signal Processing
2018	Matrix Completion-Based Channel Estimation for MmWave Communication Systems With Array-Inherent Impairments Published In IEEE Access
2018	Measurement of surface parameters of three-dimensional braided composite preform based on curvature scale space corner detector Published In Textile Research Journal
2018	Measuring Linewidth Enhancement Factor by Relaxation Oscillation Frequency in a Laser with Optical Feedback Published In Sensors
2018	Reduced-complexity Krylov subspace methods for large-scale MIMO channel estimation Published In Digital Signal Processing
2018	Surface parameters measurement of braided preform based on local edge extreme Published In Journal of the Textile Institute
2017	Automatic non-proliferative diabetic retinopathy screening system based on color fundus image Published In BioMedical Engineering OnLine
2017	Displacement sensing using the relaxation oscillation frequency of a laser diode with optical feedback Published In Applied Optics
2017	Energy Efficiency of Uplink Massive MIMO Systems With Successive Interference Cancellation Published In IEEE Communications Letters
2017	Low-complexity approximate iterative LMMSE detection for large-scale MIMO systems Published In Digital Signal Processing
2017	Low-complexity cross-validation design of a linear estimator Published In Electronics Letters
2017	Sparsity adaptive channel estimation based on compressed sensing for OFDM systems Published In Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A
2016	A fiber-coupled self-mixing laser diode for the measurement of young’s modulus Published In Sensors
2016	Eliminating influence of transient oscillations on a self-mixing interferometry Published In Optical Engineering
2016	Features of a self-mixing laser diode operating near relaxation oscillation Published In Sensors
2016	Frequency-domain turbo equalization with iterative impulsive noise mitigation for single-carrier power-line communications Published In Lecture Notes in Electrical Engineering
2016	Measurement of retinal diameters of artery and vein based on Hesse matrix and multi-scale analysis Published In Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology
2016	Multiple-rate codes from block Markov superposition transmission of first-order Reed–Muller and extended Hamming codes Published In Electronics Letters
2016	Orthogonal polynomial-based nonlinearity modeling and mitigation for LED communications Published In IEEE Photonics Journal
2016	Shrinkage of covariance matrices for linear signal estimation using cross-validation Published In IEEE Transactions on Signal Processing
2015	Improved method for estimation of multiple parameters in self-mixing interferometry Published In Applied Optics
2015	Simple method for measuring the linewidth enhancement factor of semiconductor lasers Published In Applied Optics
2014	Condition number-constrained matrix approximation with applications to signal estimation in communication systems Published In IEEE Signal Processing Letters
2014	Energy detection of DVB-T signals against noise uncertainty Published In IEEE Communications Letters
2014	Removing the impulsive noise contained in a self-mixing interferometry system using outlier detection Published In Optical Engineering
2013	A unified framework for regularized linear estimation in communication systems Published In Signal Processing
2013	Regularized preconditioning for Krylov subspace equalization of OFDM systems over doubly selective channels Published In IEEE Wireless Communications Letters
2012	Design and analysis of large MIMO systems with Krylov subspace receivers Published In IEEE Transactions on Signal Processing
2012	Linear precoding for MIMO systems with low-complexity receivers Published In IEEE Transactions on Wireless Communications
2010	Iterative soft compensation for OFDM systems with clipping and superposition coded modulation Published In IEEE Transactions on Communications
2010	Performance analysis of superposition coded modulation Published In Physical Communication
2009	Superposition coded modulation and iterative linear MMSE detection Published In IEEE Journal on Selected Areas in Communications
2009	Superposition coded modulation with peak-power limitation Published In IEEE Transactions on Information Theory
2008	Analysis and design of OFDM-IDMA systems Published In Transactions on Emerging Telecommunications Technologie
2007	The OFDM-IDMA approach to wireless communication systems Published In IEEE Wireless Communications Magazine

Conference Paper

Year	Title
2021	A data fusion approach to improving moving object measurement using phase-shifting profilometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2021	Chaotic Lidar Sensing Performance Analysis Based on Laser Diode with Optical Feedback Published In Optics InfoBase Conference Papers
2021	Dual-Frequency Doppler LiDAR Using Periodic Window with Period-6 Based on External Optical Feedback Effect in a Laser Diode Published In Optics InfoBase Conference Papers
2021	Fringe pattern denoising based on robust principal component analysis Published In Proceedings of SPIE - The International Society for Optical Engineering
2021	REDUCED-DIMENSION SPACE-TIME ADAPTIVE PROCESSING IN THE PRESENCE OF MULTIPLE TARGETS Published In International Geoscience and Remote Sensing Symposium (IGARSS)
2020	A Fast Gridless Method for High Order Motion Parameter Estimation Based on PUMA Published In International Conference on Signal Processing Proceedings, ICSP
2020	Cutting Pattern Positioning Method Based on Improved ROI Pooling of R2CNN Published In ACM International Conference Proceeding Series
2019	Achieving high resolution measurement using laser diode operating at period one Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Effect of windowing on a sensing signal generated by self-mixing interferometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Measuring Linewidth Enhancement Factor by Laser Dynamics Published In Advanced Solid State Lasers - Proceedings Laser Congress 2019 (ASSL, LAC, LS and C)
2019	Measuring linewidth enhancement factor by laser dynamics Published In Optics InfoBase Conference Papers
2019	Measuring linewidth enhancement factor by laser dynamics Published In Optics InfoBase Conference Papers
2019	Sensing using dynamics of a laser diode with dual-cavity Published In Optics InfoBase Conference Papers
2019	Sensing using dynamics of a laser diode with dual-cavity Published In Optics InfoBase Conference Papers
2019	State boundaries in a laser diode with optical feedback and its sensing application Published In Optics InfoBase Conference Papers
2019	State boundaries in a laser diode with optical feedback and its sensing application Published In Optics InfoBase Conference Papers
2018	A Self-Mixing Laser Diode for Micro-Displacement Measurement Published In IFCS 2018 - IEEE International Frequency Control Symposium
2018	Alpha Measurement Using Laser Dynamics Published In IFCS 2018 - IEEE International Frequency Control Symposium
2018	Cross-validated bandwidth selection for precision matrix estimation Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings
2018	Experimental study on simultaneously measuring Young's modulus and internal fraction using self-mixing system Published In Semiconductor Lasers and Applications VIII
2018	Influence of system bandwidth on self-mixing signal Published In Semiconductor Lasers and Applications VIII
2018	On the robustness of covariance matrix shrinkage-based robust adaptive beamforming Published In Proceedings of the 2018 International Conference on Electronics and Electrical Engineering Technology, EEET '18
2018	Profile measurement using a self-mixing laser diode Published In Semiconductor Lasers and Applications VIII
2018	Regularized Lattice Reduction-Aided Ordered Successive Interference Cancellation for MIMO Detection Published In IEEE Statistical Signal Processing Workshop, SSP 2018
2018	Retrieve the Material Related Parameters from a Self-Mixing Signal Using Wavelet Transform Published In IFCS 2018 - IEEE International Frequency Control Symposium
2017	Regularised equalisation for OFDM systems with BEM-based channel estimation Published In 9th International Conference on Wireless Communications and Signal Processing, WCSP 2017
2017	Robust channel estimation for switch-based mmWave MIMO systems Published In 9th International Conference on Wireless Communications and Signal Processing, WCSP 2017
2016	A simple phase noise and full-range carrier frequency offset mitigation scheme for MIMO-OFDM systems Published In 2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing, CSNDSP 2016
2016	Choosing the diagonal loading factor for linear signal estimation using cross validation Published In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2016	Relationship between the relaxation oscillation frequency of a laser diode and its external cavity length Published In 16th International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2016
2016	Relationship between the relaxation oscillation frequency of a laser diode and its external cavity length Published In 16th International Conference on Numerical Simulation of Optoelectronic Devices: NUSOD 2016
2016	Retinal vessel segmentation based on adaptive difference of Gauss filter Published In IEEE International Conference on Digital Signal Processing, DSP
2016	Young’s modulus measurement using fibre-coupled self-mixing laser diode Published In 16th International Conference on Numerical Simulation of Optoelectronic Devices: NUSOD 2016
2016	Young’s modulus measurement using fibre-coupled self-mixing laser diode Published In 2016 International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD)
2015	Analysis on the transient of a self-mixing interferometry sensing system Published In TENCON 2015 - 2015 IEEE Region 10 Conference
2015	High rate serially concatenated codes with low error floors Published In Signal Processing and Communication Systems (ICSPCS), 2015 9th International Conference on
2015	Low-complexity iterative Doppler spread and channel estimation over Rayleigh fading channels Published In 2015 IEEE/CIC International Conference on Communications in China (ICCC)
2015	Signal estimation-oriented reduced-rank channel estimation for MIMO communications Published In Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
2014	FPGA based design for real-time measurement of alpha Published In Proceedings of SPIE: Semiconductor Lasers and Applications VI
2014	Regularized successive interference cancellation (SIC) under mismatched modeling Published In IEEE Workshop on Statistical Signal Processing Proceedings
2013	Linear equalization in communications with mismatched modeling using Krylov subspace expansion Published In IEEE Wireless Communications and Networking Conference
2012	Regularized linear equalization for multipath channels with imperfect channel estimation Published In Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
2011	Linear precoding for time-varying MIMO channels with low-complexity receivers Published In Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
2011	Precoder design and convergence analysis of MIMO systems with Krylov subspace receivers Published In 2011 IEEE International Symposium on Information Theory Proceedings
2008	Impact of signaling schemes on iterative linear minimum-mean-square-error detection Published In GLOBECOM - IEEE Global Telecommunications Conference
2008	Iterative detection techniques for clipped OFDM systems Published In Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE
2008	Performance analysis of OFDM-IDMA systems with peak-power limitation Published In IEEE International Symposium on Spread Spectrum Techniques and Applications
2008	Performance analysis of multi-ary systems with iterative linear minimum-mean-square-error detection Published In 5th International Symposium on Turbo Codes and Related Topics, TURBOCODING
2006	Iterative decoding of superposition coding Published In Turbo Codes and Related Topics; 6th International ITG-Conference on Source and Channel Coding (TURBOCODING), 2006 4th International Symposium on
2006	Superposition Coding with Peak-Power Limitation * *This work was fully supported by a grant from the Research Grant Council of the Hong Kong Special Administrative Region, China, under project CityU 117305

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Master of Philosophy - EIS	Three Dimensional Shape Reconstruction with Dual-camera Measurement Fusion	Zhu, Yuewen
Doctor of Philosophy	Unitary Approximate Message Passing for Sparse Bayesian Learning and Bilinear Recovery	Luo, Man
Doctor of Philosophy	Robust Signal Processing For Millimeter Wave Wireless Communications.	Masood, Khawaja Fahad
Master of Philosophy - EIS	Intelligent Millimeter Wave MIMO Communications for High Mobility Environments	Chen, Xuan
Doctor of Philosophy	Structured light field-based three-dimensional imaging	Mo, Chen
Doctor of Philosophy	Intelligent Signal Processing for RIS-Aided Millimeter Wave Communications	Wang, Weizhao
Doctor of Philosophy	Depth Recovery from Structured Light Field	Yu, Jing

Located In Facility

Building 35 Room 134

Orcid Id

http://orcid.org/0000-0002-4445-5125 (pending confirmation)

Top Publications

Year	Title
2018	Linear shrinkage estimation of covariance matrices using low-complexity cross-validation Published in Signal Processing
2016	Shrinkage of covariance matrices for linear signal estimation using cross-validation Published in IEEE Transactions on Signal Processing
2012	Design and analysis of large MIMO systems with Krylov subspace receivers Published in IEEE Transactions on Signal Processing
2010	Iterative soft compensation for OFDM systems with clipping and superposition coded modulation Published in IEEE Transactions on Communications
2009	Superposition coded modulation with peak-power limitation Published in IEEE Transactions on Information Theory

Research Areas

0906 - ELECTRICAL AND ELECTRONIC ENGINEERING

Member Of

IEEE

Selected Publications

Journal Article

Year	Title
2022	Achieving Long Distance Sensing Using Semiconductor Laser with Optical Feedback by Operating at Switching Status Published In Sensors
2022	Achieving high sensing resolution using a Microwave Photonic Signal generated by a laser diode with a control cavity Published In Optics and Lasers in Engineering
2022	Auxiliary Variable-Aided Hybrid Message Passing for Joint Channel, Phase Noise Estimation and Detection for Multi-User MIMO Systems Published In IEEE Open Journal of the Communications Society
2022	Massive MIMO With Group SIC Receivers and Low-Resolution ADCs Over Rician Fading Channels Published In IEEE Transactions on Vehicular Technology
2022	Microwave Photonic Sensing for High Performance Displacement Measurement Based on Period-One Dynamics in a Laser Published In Journal of Lightwave Technology
2022	Photoplethysmographic waveform detection for determining hatching egg activity via deep neural network Published In Signal, Image and Video Processing
2022	Regularized Covariance Estimation for Polarization Radar Detection in Compound Gaussian Sea Clutter Published In IEEE Transactions on Geoscience and Remote Sensing
2022	Structured Clutter Covariance Matrix Estimation for Airborne MIMO Radar with Limited Training Data Published In IEEE Geoscience and Remote Sensing Letters
2021	A low-complexity three-stage estimator for low-rank mmwave channels Published In IEEE Transactions on Vehicular Technology
2021	Covariance Matrix Whitening-Based Training Sample Selection Method for Airborne Radar Published In IEEE Geoscience and Remote Sensing Letters
2021	Fringe Order Correction for Fringe Projection Profilometry Based on Robust Principal Component Analysis Published In IEEE Access
2021	Improving the Performance of 3D Shape Measurement of Moving Objects by Fringe Projection and Data Fusion Published In IEEE Access
2021	Mutual Information-Based Waveform Design for MIMO Radar Space-Time Adaptive Processing Published In IEEE Transactions on Geoscience and Remote Sensing
2021	On the Performance of Massive MIMO Systems With Low-Resolution ADCs and MRC Receivers Over Rician Fading Channels Published In IEEE SYSTEMS JOURNAL
2021	Pattern Synthesis for Sparse Linear Arrays via Atomic Norm Minimization Published In IEEE Antennas and Wireless Propagation Letters
2020	3D shape measurement of shiny surfaces based on optimized combination of fringe patterns of different intensity Published In Measurement Science and Technology
2020	A New Algorithm for Displacement Measurement Using Self-Mixing Interferometry with Modulated Injection Current Published In IEEE Access
2020	A recursive angle-Doppler channel selection method for reduced-dimension space-time adaptive processing Published In IEEE Transactions on Aerospace and Electronic Systems
2020	Capacity Maximized Linear Precoder Design for Spatial-Multiplexing MIMO VLC Systems Published In IEEE Access
2020	DPSA: Dense pixelwise spatial attention network for hatching egg fertility detection Published In Journal of Electronic Imaging
2020	Dual-frequency doppler lidar based on external optical feedback effect in a laser Published In Sensors (Switzerland)
2020	Extreme-Learning-Machine-Based Noniterative and Iterative Nonlinearity Mitigation for LED Communication Systems Published In IEEE Systems Journal
2020	Grid-less variational Bayesian channel estimation for antenna array systems with low resolution ADCs Published In IEEE Transactions on Wireless Communications
2020	On the energy efficiency of massive MIMO systems with low-resolution ADCs and lattice reduction aided detectors Published In Symmetry
2020	Period-one Microwave Photonic Sensing by a Laser Diode with Optical Feedback Published In Journal of Lightwave Technology
2020	Shape-based filter for micro-aneurysm detection Published In Computers and Electrical Engineering
2020	Training-free moving target detection with uncertain a priori knowledge for airborne radar Published In IET Radar, Sonar and Navigation
2020	Transmitter polarization optimization for space-time adaptive processing with diversely polarized antenna array Published In Signal Processing
2019	A fringe projection profilometry scheme based on embedded speckle patterns and robust principal component analysis Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	A method for dynamic 3D shape measurements based on multiple-shot FTP and motion compensation Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	A new method for fringe order error correction in fringe projection profilometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Achieving high resolution measurement using laser diode operating at period one Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Channel covariance matrix estimation via dimension reduction for hybrid MIMO Mmwave communication systems Published In Sensors
2019	Compression-Based LMMSE Channel Estimation with Adaptive Sparsity for Massive MIMO in 5G Systems Published In IEEE Systems Journal
2019	Compressive Sensing-Based Data Aggregation Approaches for Dynamic WSNs Published In IEEE Communications Letters
2019	Effect of windowing on a sensing signal generated by self-mixing interferometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Encoder-decoder with dense dilated spatial pyramid pooling for prostate MR images segmentation Published In Computer Assisted Surgery
2019	Energy efficiency of massive MIMO systems with low-resolution ADCs and successive interference cancellation Published In IEEE Transactions on Wireless Communications
2019	Fast long-time coherent integration algorithm for detecting manoeuvring targets with high-order motion parameters based on GKT and ISCPF Published In IET Radar, Sonar and Navigation
2019	Fringe projection profilometry for the 3D shape measurement of objects with three-dimensional movements Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	High sensitive sensing by a laser diode with dual optical feedback operating at period-one oscillation Published In Applied Physics Letters
2019	Improve 3D shape reconstruction with dual-camera measurement fusion Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Knowledge-Aided Target Detection for Multistatic Passive Radar Published In IEEE Access
2019	Lung segmentation method with dilated convolution based on VGG-16 network Published In Computer Assisted Surgery
2019	Modeling for optical feedback laser diode operating in period-one oscillation and its application Published In Optics Express
2019	On Iterative Compensation of Clipping Distortion in OFDM Systems Published In IEEE Wireless Communications Letters
2019	On matrix completion-based channel estimators for massive MIMO systems Published In Symmetry
2019	Parameter Measurement of Biaxial Braided Composite Preform Based on Phase Congruency Published In Autex Research Journal
2019	Precoder Design for MIMO Visible Light Communications with Decision-Feedback Receivers Published In IEEE Photonics Technology Letters
2019	Saliency Detection via Full Convolution Neural Network and Low Rank Sparse Decomposition Published In Zidonghua Xuebao/Acta Automatica Sinica
2019	Tuning the Parameters for Precision Matrix Estimation Using Regression Analysis Published In IEEE Access
2019	V-Matrix-Based Scalable Data Aggregation Scheme in WSN Published In IEEE Access
2018	3D shape measurement of moving object with FFT-based spatial matching Published In Optics and Laser Technology
2018	Frequency Domain Equalization and Post Distortion for LED Communications with Orthogonal Polynomial Based Joint LED Nonlinearity and Channel Estimation Published In IEEE Photonics Journal
2018	Improving Measurement Sensitivity for a Displacement Sensor based on Self-Mixing Effect Published In IEEE Photonics Journal
2018	Iterative Nonlinearity Mitigation and Decoding for LED Communications Published In IEEE Photonics Technology Letters
2018	Knitted fabric structure recognition based on deep learning Published In Journal of the Textile Institute
2018	Knowledge-Aided Covariance Matrix Estimation via Kronecker Product Expansions for Airborne STAP Published In IEEE Geoscience and Remote Sensing Letters
2018	Laser self-mixing fiber Bragg grating sensor for acoustic emission measurement Published In Sensors
2018	Linear shrinkage estimation of covariance matrices using low-complexity cross-validation Published In Signal Processing
2018	Matrix Completion-Based Channel Estimation for MmWave Communication Systems With Array-Inherent Impairments Published In IEEE Access
2018	Measurement of surface parameters of three-dimensional braided composite preform based on curvature scale space corner detector Published In Textile Research Journal
2018	Measuring Linewidth Enhancement Factor by Relaxation Oscillation Frequency in a Laser with Optical Feedback Published In Sensors
2018	Reduced-complexity Krylov subspace methods for large-scale MIMO channel estimation Published In Digital Signal Processing
2018	Surface parameters measurement of braided preform based on local edge extreme Published In Journal of the Textile Institute
2017	Automatic non-proliferative diabetic retinopathy screening system based on color fundus image Published In BioMedical Engineering OnLine
2017	Displacement sensing using the relaxation oscillation frequency of a laser diode with optical feedback Published In Applied Optics
2017	Energy Efficiency of Uplink Massive MIMO Systems With Successive Interference Cancellation Published In IEEE Communications Letters
2017	Low-complexity approximate iterative LMMSE detection for large-scale MIMO systems Published In Digital Signal Processing
2017	Low-complexity cross-validation design of a linear estimator Published In Electronics Letters
2017	Sparsity adaptive channel estimation based on compressed sensing for OFDM systems Published In Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A
2016	A fiber-coupled self-mixing laser diode for the measurement of young’s modulus Published In Sensors
2016	Eliminating influence of transient oscillations on a self-mixing interferometry Published In Optical Engineering
2016	Features of a self-mixing laser diode operating near relaxation oscillation Published In Sensors
2016	Frequency-domain turbo equalization with iterative impulsive noise mitigation for single-carrier power-line communications Published In Lecture Notes in Electrical Engineering
2016	Measurement of retinal diameters of artery and vein based on Hesse matrix and multi-scale analysis Published In Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology
2016	Multiple-rate codes from block Markov superposition transmission of first-order Reed–Muller and extended Hamming codes Published In Electronics Letters
2016	Orthogonal polynomial-based nonlinearity modeling and mitigation for LED communications Published In IEEE Photonics Journal
2016	Shrinkage of covariance matrices for linear signal estimation using cross-validation Published In IEEE Transactions on Signal Processing
2015	Improved method for estimation of multiple parameters in self-mixing interferometry Published In Applied Optics
2015	Simple method for measuring the linewidth enhancement factor of semiconductor lasers Published In Applied Optics
2014	Condition number-constrained matrix approximation with applications to signal estimation in communication systems Published In IEEE Signal Processing Letters
2014	Energy detection of DVB-T signals against noise uncertainty Published In IEEE Communications Letters
2014	Removing the impulsive noise contained in a self-mixing interferometry system using outlier detection Published In Optical Engineering
2013	A unified framework for regularized linear estimation in communication systems Published In Signal Processing
2013	Regularized preconditioning for Krylov subspace equalization of OFDM systems over doubly selective channels Published In IEEE Wireless Communications Letters
2012	Design and analysis of large MIMO systems with Krylov subspace receivers Published In IEEE Transactions on Signal Processing
2012	Linear precoding for MIMO systems with low-complexity receivers Published In IEEE Transactions on Wireless Communications
2010	Iterative soft compensation for OFDM systems with clipping and superposition coded modulation Published In IEEE Transactions on Communications
2010	Performance analysis of superposition coded modulation Published In Physical Communication
2009	Superposition coded modulation and iterative linear MMSE detection Published In IEEE Journal on Selected Areas in Communications
2009	Superposition coded modulation with peak-power limitation Published In IEEE Transactions on Information Theory
2008	Analysis and design of OFDM-IDMA systems Published In Transactions on Emerging Telecommunications Technologie
2007	The OFDM-IDMA approach to wireless communication systems Published In IEEE Wireless Communications Magazine

Conference Paper

Year	Title
2021	A data fusion approach to improving moving object measurement using phase-shifting profilometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2021	Chaotic Lidar Sensing Performance Analysis Based on Laser Diode with Optical Feedback Published In Optics InfoBase Conference Papers
2021	Dual-Frequency Doppler LiDAR Using Periodic Window with Period-6 Based on External Optical Feedback Effect in a Laser Diode Published In Optics InfoBase Conference Papers
2021	Fringe pattern denoising based on robust principal component analysis Published In Proceedings of SPIE - The International Society for Optical Engineering
2021	REDUCED-DIMENSION SPACE-TIME ADAPTIVE PROCESSING IN THE PRESENCE OF MULTIPLE TARGETS Published In International Geoscience and Remote Sensing Symposium (IGARSS)
2020	A Fast Gridless Method for High Order Motion Parameter Estimation Based on PUMA Published In International Conference on Signal Processing Proceedings, ICSP
2020	Cutting Pattern Positioning Method Based on Improved ROI Pooling of R2CNN Published In ACM International Conference Proceeding Series
2019	Achieving high resolution measurement using laser diode operating at period one Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Effect of windowing on a sensing signal generated by self-mixing interferometry Published In Proceedings of SPIE - The International Society for Optical Engineering
2019	Measuring Linewidth Enhancement Factor by Laser Dynamics Published In Advanced Solid State Lasers - Proceedings Laser Congress 2019 (ASSL, LAC, LS and C)
2019	Measuring linewidth enhancement factor by laser dynamics Published In Optics InfoBase Conference Papers
2019	Measuring linewidth enhancement factor by laser dynamics Published In Optics InfoBase Conference Papers
2019	Sensing using dynamics of a laser diode with dual-cavity Published In Optics InfoBase Conference Papers
2019	Sensing using dynamics of a laser diode with dual-cavity Published In Optics InfoBase Conference Papers
2019	State boundaries in a laser diode with optical feedback and its sensing application Published In Optics InfoBase Conference Papers
2019	State boundaries in a laser diode with optical feedback and its sensing application Published In Optics InfoBase Conference Papers
2018	A Self-Mixing Laser Diode for Micro-Displacement Measurement Published In IFCS 2018 - IEEE International Frequency Control Symposium
2018	Alpha Measurement Using Laser Dynamics Published In IFCS 2018 - IEEE International Frequency Control Symposium
2018	Cross-validated bandwidth selection for precision matrix estimation Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings
2018	Experimental study on simultaneously measuring Young's modulus and internal fraction using self-mixing system Published In Semiconductor Lasers and Applications VIII
2018	Influence of system bandwidth on self-mixing signal Published In Semiconductor Lasers and Applications VIII
2018	On the robustness of covariance matrix shrinkage-based robust adaptive beamforming Published In Proceedings of the 2018 International Conference on Electronics and Electrical Engineering Technology, EEET '18
2018	Profile measurement using a self-mixing laser diode Published In Semiconductor Lasers and Applications VIII
2018	Regularized Lattice Reduction-Aided Ordered Successive Interference Cancellation for MIMO Detection Published In IEEE Statistical Signal Processing Workshop, SSP 2018
2018	Retrieve the Material Related Parameters from a Self-Mixing Signal Using Wavelet Transform Published In IFCS 2018 - IEEE International Frequency Control Symposium
2017	Regularised equalisation for OFDM systems with BEM-based channel estimation Published In 9th International Conference on Wireless Communications and Signal Processing, WCSP 2017
2017	Robust channel estimation for switch-based mmWave MIMO systems Published In 9th International Conference on Wireless Communications and Signal Processing, WCSP 2017
2016	A simple phase noise and full-range carrier frequency offset mitigation scheme for MIMO-OFDM systems Published In 2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing, CSNDSP 2016
2016	Choosing the diagonal loading factor for linear signal estimation using cross validation Published In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2016	Relationship between the relaxation oscillation frequency of a laser diode and its external cavity length Published In 16th International Conference on Numerical Simulation of Optoelectronic Devices, NUSOD 2016
2016	Relationship between the relaxation oscillation frequency of a laser diode and its external cavity length Published In 16th International Conference on Numerical Simulation of Optoelectronic Devices: NUSOD 2016
2016	Retinal vessel segmentation based on adaptive difference of Gauss filter Published In IEEE International Conference on Digital Signal Processing, DSP
2016	Young’s modulus measurement using fibre-coupled self-mixing laser diode Published In 16th International Conference on Numerical Simulation of Optoelectronic Devices: NUSOD 2016
2016	Young’s modulus measurement using fibre-coupled self-mixing laser diode Published In 2016 International Conference on Numerical Simulation of Optoelectronic Devices (NUSOD)
2015	Analysis on the transient of a self-mixing interferometry sensing system Published In TENCON 2015 - 2015 IEEE Region 10 Conference
2015	High rate serially concatenated codes with low error floors Published In Signal Processing and Communication Systems (ICSPCS), 2015 9th International Conference on
2015	Low-complexity iterative Doppler spread and channel estimation over Rayleigh fading channels Published In 2015 IEEE/CIC International Conference on Communications in China (ICCC)
2015	Signal estimation-oriented reduced-rank channel estimation for MIMO communications Published In Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
2014	FPGA based design for real-time measurement of alpha Published In Proceedings of SPIE: Semiconductor Lasers and Applications VI
2014	Regularized successive interference cancellation (SIC) under mismatched modeling Published In IEEE Workshop on Statistical Signal Processing Proceedings
2013	Linear equalization in communications with mismatched modeling using Krylov subspace expansion Published In IEEE Wireless Communications and Networking Conference
2012	Regularized linear equalization for multipath channels with imperfect channel estimation Published In Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
2011	Linear precoding for time-varying MIMO channels with low-complexity receivers Published In Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
2011	Precoder design and convergence analysis of MIMO systems with Krylov subspace receivers Published In 2011 IEEE International Symposium on Information Theory Proceedings
2008	Impact of signaling schemes on iterative linear minimum-mean-square-error detection Published In GLOBECOM - IEEE Global Telecommunications Conference
2008	Iterative detection techniques for clipped OFDM systems Published In Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE
2008	Performance analysis of OFDM-IDMA systems with peak-power limitation Published In IEEE International Symposium on Spread Spectrum Techniques and Applications
2008	Performance analysis of multi-ary systems with iterative linear minimum-mean-square-error detection Published In 5th International Symposium on Turbo Codes and Related Topics, TURBOCODING
2006	Iterative decoding of superposition coding Published In Turbo Codes and Related Topics; 6th International ITG-Conference on Source and Channel Coding (TURBOCODING), 2006 4th International Symposium on
2006	Superposition Coding with Peak-Power Limitation * *This work was fully supported by a grant from the Research Grant Council of the Hong Kong Special Administrative Region, China, under project CityU 117305

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Master of Philosophy - EIS	Three Dimensional Shape Reconstruction with Dual-camera Measurement Fusion	Zhu, Yuewen
Doctor of Philosophy	Unitary Approximate Message Passing for Sparse Bayesian Learning and Bilinear Recovery	Luo, Man
Doctor of Philosophy	Robust Signal Processing For Millimeter Wave Wireless Communications.	Masood, Khawaja Fahad
Master of Philosophy - EIS	Intelligent Millimeter Wave MIMO Communications for High Mobility Environments	Chen, Xuan
Doctor of Philosophy	Structured light field-based three-dimensional imaging	Mo, Chen
Doctor of Philosophy	Intelligent Signal Processing for RIS-Aided Millimeter Wave Communications	Wang, Weizhao
Doctor of Philosophy	Depth Recovery from Structured Light Field	Yu, Jing

Located In Facility

Building 35 Room 134

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http://orcid.org/0000-0002-4445-5125 (pending confirmation)

Tong, Jun Dr

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