By Associate Professor Derrick Wing Kwan Ng

Journal articles

Ding R; Zhou F; Wu Q; Ng DWK, 2024, 'From External Interaction to Internal Inference: An Intelligent Learning Framework for Spectrum Sharing and UAV Trajectory Optimization', IEEE Transactions on Wireless Communications, 23, pp. 12099 - 12114, http://dx.doi.org/10.1109/TWC.2024.3387980

Chen Q; Wang Z; Ma C; Dai X; Ng DWK, 2024, 'General Recursive Least Square Algorithm for Distributed Detection in Massive MIMO', IEEE Transactions on Vehicular Technology, 73, pp. 12137 - 12142, http://dx.doi.org/10.1109/TVT.2024.3370611

Mao Y; Clerckx B; Ng DWK; Utschick W; Cui Y; Davidson TN, 2024, 'Guest Editorial Special Issue on Rate-Splitting Multiple Access for Future Green Communication Networks', IEEE Transactions on Green Communications and Networking, 8, pp. 1291 - 1292, http://dx.doi.org/10.1109/TGCN.2024.3454935

Lei H; Zhang J; Wang Z; Ai B; Kwan Ng DW, 2024, 'Hybrid-Field Channel Estimation for XL-MIMO Systems with Stochastic Gradient Pursuit Algorithm', IEEE Transactions on Signal Processing, 72, pp. 2998 - 3012, http://dx.doi.org/10.1109/TSP.2024.3406348

Sun Z; Yu Z; Guo B; Yang B; Zhang Y; Ng DWK, 2024, 'Integrated Sensing and Communication for Effective Multi-Agent Cooperation Systems', IEEE Communications Magazine, 62, pp. 68 - 73, http://dx.doi.org/10.1109/MCOM.002.2300560

Zhang R; Cheng L; Wang S; Lou Y; Gao Y; Wu W; Ng DWK, 2024, 'Integrated Sensing and Communication With Massive MIMO: A Unified Tensor Approach for Channel and Target Parameter Estimation', IEEE Transactions on Wireless Communications, 23, pp. 8571 - 8587, http://dx.doi.org/10.1109/TWC.2024.3351856

Wei Z; Liu F; Liu C; Yang Z; Ng DWK; Schober R, 2024, 'Integrated Sensing, Navigation, and Communication for Secure UAV Networks With a Mobile Eavesdropper', IEEE Transactions on Wireless Communications, 23, pp. 7060 - 7078, http://dx.doi.org/10.1109/TWC.2023.3337148

Chen Y; Hua H; Xu J; Ng DWK, 2024, 'ISAC Meets SWIPT: Multi-Functional Wireless Systems Integrating Sensing, Communication, and Powering', IEEE Transactions on Wireless Communications, 23, pp. 8264 - 8280, http://dx.doi.org/10.1109/TWC.2023.3348109

Liu Z; Zhang J; Liu Z; Ng DWK; Ai B, 2024, 'Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO With Multi-Agent Reinforcement Learning', IEEE Transactions on Communications, 72, pp. 7772 - 7786, http://dx.doi.org/10.1109/TCOMM.2024.3415596

Zhang J; Gong S; Lu W; Xing C; Zhao N; Kwan Ng DW; Niyato D, 2024, 'Joint Design for STAR-RIS Aided ISAC: Decoupling or Learning', IEEE Transactions on Wireless Communications, 23, pp. 14365 - 14379, http://dx.doi.org/10.1109/TWC.2024.3413089

Deng D; Dang S; Li X; Ng DWK; Nallanathan A, 2024, 'Joint Optimization for Covert Communications in UAV-Assisted NOMA Networks', IEEE Transactions on Vehicular Technology, 73, pp. 1012 - 1026, http://dx.doi.org/10.1109/TVT.2023.3308718

Guo Y; Xiong K; Gao B; Fan P; Ng DWK; Letaief KB, 2024, 'Max-Min Fairness in Rate-Splitting Multiple-Access-Based VLC Networks With SLIPT', IEEE Internet of Things Journal, 11, pp. 36508 - 36520, http://dx.doi.org/10.1109/JIOT.2024.3412430

Sun Y; Lin Z; An K; Li D; Li C; Zhu Y; Wing Kwan Ng D; Al-Dhahir N; Wang J, 2024, 'Multi-Functional RIS-Assisted Semantic Anti-Jamming Communication and Computing in Integrated Aerial-Ground Networks', IEEE Journal on Selected Areas in Communications, 42, pp. 3597 - 3617, http://dx.doi.org/10.1109/JSAC.2024.3459028

Li J; Shao X; Chen F; Wan S; Liu C; Wei Z; Wing Kwan Ng D, 2024, 'Networked Integrated Sensing and Communications for 6G Wireless Systems', IEEE Internet of Things Journal, 11, pp. 29062 - 29075, http://dx.doi.org/10.1109/JIOT.2024.3406598

Cheng G; Fang Y; Xu J; Ng DWK, 2024, 'Optimal Coordinated Transmit Beamforming for Networked Integrated Sensing and Communications', IEEE Transactions on Wireless Communications, 23, pp. 8200 - 8214, http://dx.doi.org/10.1109/TWC.2023.3346457

Zhang X; Yuan W; Liu C; Wu J; Ng DWK, 2024, 'Predictive Beamforming for Vehicles With Complex Behaviors in ISAC Systems: A Deep Learning Approach', IEEE Journal on Selected Topics in Signal Processing, 18, pp. 828 - 841, http://dx.doi.org/10.1109/JSTSP.2024.3405856

Han L; Wang J; Hou R; He S; Ng DWK; Xia L; Wang Q, 2024, 'Resource Efficient Beamforming Design for Cell-Free Networks', IEEE Transactions on Communications, 72, pp. 7511 - 7525, http://dx.doi.org/10.1109/TCOMM.2024.3418893

Shi E; Zhang J; Zheng J; Ai B; Ng DWK, 2024, 'RIS-Aided Cell-Free Massive MIMO Systems With Channel Aging', IEEE Transactions on Vehicular Technology, 73, pp. 11487 - 11502, http://dx.doi.org/10.1109/TVT.2024.3376557

Cao Y; Xing C; Wu Y; An J; Ng DWK; Xia XG, 2024, 'RIS-Assisted Massive Access With Semi-Passive Elements', IEEE Transactions on Wireless Communications, 23, pp. 10546 - 10561, http://dx.doi.org/10.1109/TWC.2024.3373224

Chen J; Wang S; Liu C; Ng DWK; Xu C; Hao Q; Lu H, 2024, 'Road Supervised Federated Learning With Bug-Aware Sensor Placement', IEEE Transactions on Vehicular Technology, 73, pp. 19762 - 19767, http://dx.doi.org/10.1109/TVT.2024.3439105

Wu Y; Zhou F; Wu W; Wu Q; Ng DWK; Quek TQS, 2024, 'Robust Resource Allocation for RSMA Spectrum Sharing Networks', IEEE Transactions on Wireless Communications, 23, pp. 16375 - 16389, http://dx.doi.org/10.1109/TWC.2024.3440652

Ren Z; Xu J; Qiu L; Ng DWK, 2024, 'Secure Cell-Free Integrated Sensing and Communication in the Presence of Information and Sensing Eavesdroppers', IEEE Journal on Selected Areas in Communications, pp. 1 - 1, http://dx.doi.org/10.1109/JSAC.2024.3431582

Ren Z; Qiu L; Xu J; Ng DWK, 2024, 'Sensing-Assisted Sparse Channel Recovery for Massive Antenna Systems', IEEE Transactions on Vehicular Technology, 73, pp. 17824 - 17829, http://dx.doi.org/10.1109/TVT.2024.3422663

Zhang X; Liu C; Yuan W; Zhang JA; Ng DWK, 2024, 'Sparse Prior-Guided Deep Learning for OTFS Channel Estimation', IEEE Transactions on Vehicular Technology, 73, pp. 19913 - 19918, http://dx.doi.org/10.1109/TVT.2024.3450012

An J; Yuen C; Xu C; Li H; Ng DWK; Di Renzo M; Debbah M; Hanzo L, 2024, 'Stacked Intelligent Metasurface-Aided MIMO Transceiver Design', IEEE Wireless Communications, 31, pp. 123 - 131, http://dx.doi.org/10.1109/MWC.013.2300259

Zhang R; Xiong K; Lu Y; Ng DWK; Fan P; Letaief KB, 2024, 'SWIPT-Enabled Cell-Free Massive MIMO-NOMA Networks: A Machine Learning-Based Approach', IEEE Transactions on Wireless Communications, 23, pp. 6701 - 6718, http://dx.doi.org/10.1109/TWC.2023.3327596

Ahmed A; Xingfu W; Hawbani A; Yuan W; Tabassum H; Liu Y; Qaisar MUF; Ding Z; Al-Dhahir N; Nallanathan A; Ng DWK, 2024, 'Unveiling the Potential of NOMA: A Journey to Next Generation Multiple Access', IEEE Communications Surveys and Tutorials, http://dx.doi.org/10.1109/COMST.2024.3521647

Yuan W; Yang Z; Chen L; Zhang R; Yao Y; Cui Y; Zhang H; Ng DWK, 2024, 'Wireless Localization and Formation Control with Asynchronous Agents', IEEE Journal on Selected Areas in Communications, 42, pp. 2890 - 2904, http://dx.doi.org/10.1109/JSAC.2024.3414616

Chen X; Wang Y; Liu X; Wang Z; Zhang X; Zhou F; Ng DWK, 2023, 'A Hybrid Active-Passive Single-Order Equalizer for Visible Light Communication Systems', IEEE Photonics Technology Letters, 35, pp. 1395 - 1398, http://dx.doi.org/10.1109/LPT.2023.3327268

Xie B; Wu Y; Shi Y; Ng DWK; Zhang W, 2023, 'Communication-Efficient Framework for Distributed Image Semantic Wireless Transmission', IEEE Internet of Things Journal, 10, pp. 22555 - 22568, http://dx.doi.org/10.1109/JIOT.2023.3304650

Zhao L; Liu Z; Wang Z; Smith SJD; Lu X; Wu C; Ng D; Zhang J; Niu QJ; Xie Z, 2023, 'MOF incorporated adsorptive nanofibrous membranes for enhanced ammonia removal by membrane distillation', Desalination, 568, http://dx.doi.org/10.1016/j.desal.2023.117018

An J; Li H; Ng DWK; Yuen C, 2023, 'Fundamental Detection Probability vs. Achievable Rate Tradeoff in Integrated Sensing and Communication Systems', IEEE Transactions on Wireless Communications, 22, pp. 9835 - 9853, http://dx.doi.org/10.1109/TWC.2023.3273850

Wang Z; Wang J; Gao Z; Huang Y; Ng DWK; Hanzo L, 2023, 'Rapidly Converging Low-Complexity Iterative Transmit Precoders for Massive MIMO Downlink', IEEE Transactions on Communications, 71, pp. 7228 - 7243, http://dx.doi.org/10.1109/TCOMM.2023.3305646

Hu L; Sun C; Li G; Hu A; Ng DWK, 2023, 'Reconfigurable Intelligent Surface-Aided Secret Key Generation in Multi-Cell Systems', IEEE Transactions on Communications, 71, pp. 6499 - 6513, http://dx.doi.org/10.1109/TCOMM.2023.3301048

Wu Y; Dai M; Qian L; Su Z; Quek TQS; Kwan Ng DW, 2023, 'SWIPT-Empowered Sustainable Wireless Federated Learning: Paradigms, Challenges, and Solutions', IEEE Network, 37, pp. 206 - 213, http://dx.doi.org/10.1109/MNET.128.2200344

Zhang S; Xu W; Jin S; You X; Ng DWK; Wang LC, 2023, 'Dual-Propagation-Feature Fusion Enhanced Neural CSI Compression for Massive MIMO', IEEE Transactions on Communications, 71, pp. 5182 - 5198, http://dx.doi.org/10.1109/TCOMM.2023.3282227

He Z; Xu W; Shen H; Ng DWK; Eldar YC; You X, 2023, 'Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization', IEEE Journal on Selected Areas in Communications, 41, pp. 2920 - 2936, http://dx.doi.org/10.1109/JSAC.2023.3287540

Wu W; Wang Z; Wu Y; Zhou F; Wang B; Wu Q; Ng DWK, 2023, 'Joint Sensing and Transmission Optimization for IRS-Assisted Cognitive Radio Networks', IEEE Transactions on Wireless Communications, 22, pp. 5941 - 5956, http://dx.doi.org/10.1109/TWC.2023.3238684

Ren Z; Qiu L; Xu J; Ng DWK, 2023, 'Robust Transmit Beamforming for Secure Integrated Sensing and Communication', IEEE Transactions on Communications, 71, pp. 5549 - 5564, http://dx.doi.org/10.1109/TCOMM.2023.3286461

Yang L; Zhang W; Bithas PS; Liu H; Hasna MO; Tsiftsis TA; Ng DWK, 2023, 'Covert Transmission and Secrecy Analysis of RS-RIS-NOMA-Aided 6G Wireless Communication Systems', IEEE Transactions on Vehicular Technology, 72, pp. 10659 - 10670, http://dx.doi.org/10.1109/TVT.2023.3262943

Yao J; Xu J; Xu W; Ng DWK; Yuen C; You X, 2023, 'Robust Beamforming Design for RIS-Aided Cell-Free Systems With CSI Uncertainties and Capacity-Limited Backhaul', IEEE Transactions on Communications, 71, pp. 4636 - 4649, http://dx.doi.org/10.1109/TCOMM.2023.3277539

An J; Xu C; Ng DWK; Alexandropoulos GC; Huang C; Yuen C; Hanzo L, 2023, 'Stacked Intelligent Metasurfaces for Efficient Holographic MIMO Communications in 6G', IEEE Journal on Selected Areas in Communications, 41, pp. 2380 - 2396, http://dx.doi.org/10.1109/JSAC.2023.3288261

Shi E; Zhang J; Ng DWK; Ai B, 2023, 'Uplink Performance of RIS-Aided Cell-Free Massive MIMO System With Electromagnetic Interference', IEEE Journal on Selected Areas in Communications, 41, pp. 2431 - 2445, http://dx.doi.org/10.1109/JSAC.2023.3288265

Xie R; Xu W; Yu J; Hu A; Ng DWK; Swindlehurst AL, 2023, 'Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics', IEEE Transactions on Communications, 71, pp. 3946 - 3962, http://dx.doi.org/10.1109/TCOMM.2023.3268286

Li Z; Wang S; Zhang S; Wen M; Ye K; Wu YC; Ng DWK, 2023, 'Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty', IEEE Transactions on Vehicular Technology, 72, pp. 9641 - 9646, http://dx.doi.org/10.1109/TVT.2023.3250654

Zhang J; Zhang J; Ng DWK; Ai B, 2023, 'Federated Learning-Based Cell-Free Massive MIMO System for Privacy-Preserving', IEEE Transactions on Wireless Communications, 22, pp. 4449 - 4460, http://dx.doi.org/10.1109/TWC.2022.3225812

Bastami H; Behroozi H; Moradikia M; Abdelhadi A; Ng DWK; Hanzo L, 2023, 'Large-Scale Rate-Splitting Multiple Access in Uplink UAV Networks: Effective Secrecy Throughput Maximization Under Limited Feedback Channel', IEEE Transactions on Vehicular Technology, 72, pp. 9267 - 9280, http://dx.doi.org/10.1109/TVT.2023.3253021

Ke M; Gao Z; Zhou M; Zheng D; Ng DWK; Poor HV, 2023, 'Next-Generation URLLC With Massive Devices: A Unified Semi-Blind Detection Framework for Sourced and Unsourced Random Access', IEEE Journal on Selected Areas in Communications, 41, pp. 2223 - 2244, http://dx.doi.org/10.1109/JSAC.2023.3280981

Zhang S; Zhu X; Wang S; Yu JJQ; Ng DWK, 2023, 'Noncooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms', IEEE Internet of Things Journal, 10, pp. 11558 - 11575, http://dx.doi.org/10.1109/JIOT.2023.3244550

Liu C; Li S; Yuan W; Liu X; Ng DWK, 2023, 'Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach', IEEE Journal on Selected Areas in Communications, 41, pp. 2245 - 2260, http://dx.doi.org/10.1109/JSAC.2023.3280984

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