By Associate Professor Derrick Wing Kwan Ng

Journal articles

Du R; Wei Z; Yang Z; Yang L; Zeng Y; Ng DWK; Yuan J, 2026, 'Channel Knowledge Map-Assisted Dual-Domain Tracking and Predictive Beamforming for High-Mobility Wireless Networks', IEEE Transactions on Wireless Communications, 25, pp. 10968 - 10985, http://dx.doi.org/10.1109/TWC.2026.3654755

Liu C; Li H; Li Z; Wang S; Xu W; Ye K; Ng DWK; Xu C, 2026, 'Communication Efficient Robotic Mixed Reality With Gaussian Splatting Cross-Layer Optimization', IEEE Transactions on Cognitive Communications and Networking, 12, pp. 1948 - 1962, http://dx.doi.org/10.1109/TCCN.2025.3599522

Yang J; Hu W; Jiang Y; Li S; Wang X; Ng DWK; Caire G, 2026, 'Complexity-Scalable Near-Optimal Transceiver Design for Massive MIMO-BICM Systems', IEEE Journal on Selected Areas in Communications, 44, pp. 3557 - 3574, http://dx.doi.org/10.1109/JSAC.2026.3662310

Xia M; He Z; Xu W; Huang Y; Ng DWK; Al-Dhahir N, 2026, 'Coordinated Beamforming for Networked Integrated Communication and Multi-TMT Localization', IEEE Transactions on Communications, 74, pp. 10000 - 10016, http://dx.doi.org/10.1109/TCOMM.2026.3700475

Mao W; Lu Y; Pan G; An J; Ai B; Ng DWK, 2026, 'Cramér–Rao Bound Optimization for Bistatic ISAC: Transceiver Design and Attention-Based ISACNet', IEEE Journal on Selected Areas in Communications, 44, pp. 181 - 195, http://dx.doi.org/10.1109/JSAC.2025.3607866

Song X; Yu X; Xu J; Ng DWK, 2026, 'CRB-Rate Tradeoff for Bistatic ISAC With Gaussian Information and Deterministic Sensing Signals', IEEE Transactions on Wireless Communications, 25, pp. 11768 - 11782, http://dx.doi.org/10.1109/TWC.2026.3660641

Liu D; Wu J; Xu J; Xu W; Ng DWK, 2026, 'CSI Feedback Based on Bi-Directional Channel Reciprocity Using Magnitude and Phase Separation', IEEE Transactions on Communications, 74, pp. 8797 - 8813, http://dx.doi.org/10.1109/TCOMM.2026.3693165

Quang NDM; Liu C; Li S; Vu HN; Ng DWK; Xiang W, 2026, 'Diffusion Model-Enhanced Environment Reconstruction in ISAC', IEEE Wireless Communications Letters, 15, pp. 1588 - 1592, http://dx.doi.org/10.1109/LWC.2026.3658074

Yu S; Shi W; Xu W; Ng DWK; Al-Dhahir N, 2026, 'Disentangling Dual-Polarized Channel Representations for Accurate User Localization', IEEE Transactions on Communications, 74, pp. 13913 - 13929, http://dx.doi.org/10.1109/TCOMM.2026.3729465

Lu Y; Xiong K; Chen W; Fan P; Ai B; Ng DWK; Letaief KB, 2026, 'Dynamic-Weight Multi-Objective Optimization for Multi-UAV Collaborative ISCPT Networks: A Pareto-Based Learning Framework', IEEE Journal on Selected Areas in Communications, 44, pp. 5138 - 5157, http://dx.doi.org/10.1109/JSAC.2026.3701332

Yan B; Wang Z; Sakzad A; Zhang C; Huang Y; Ng DWK, 2026, 'Efficient Energy Efficiency Optimization Method for Cell-Free Massive MIMO-Enabled URLLC Downlink Systems', IEEE Transactions on Wireless Communications, 25, pp. 4851 - 4868, http://dx.doi.org/10.1109/TWC.2025.3614660

Wang W; Qiao D; Yang L; Zhan Y; Wing Kwan Ng D, 2026, 'Energy Efficiency Analysis of IRS-Aided Wireless Communication Systems Under Statistical QoS Constraints: An Information-Theoretic Perspective', IEEE Transactions on Wireless Communications, 25, pp. 5077 - 5093, http://dx.doi.org/10.1109/TWC.2025.3616024

Deng D; Li X; Dang S; Wing Kwan Ng D; Nallanathan A; Niyato D, 2026, 'Energy Efficiency Optimization for Robust Covert ISAC Systems', IEEE Journal on Selected Areas in Communications, 44, pp. 562 - 577, http://dx.doi.org/10.1109/JSAC.2025.3610566

Zhang J; Lu G; Xiang L; Ge X; Ng DWK, 2026, 'Energy Minimization for UAV-Aided Data Collection Along a Fixed Flight Path With a Directional Antenna', IEEE Transactions on Communications, 74, pp. 764 - 780, http://dx.doi.org/10.1109/TCOMM.2025.3624172

Zhang X; Xu D; Wang J; Song S; Wing Kwan Ng D; Debbah M, 2026, 'Fluid Antenna Meets RIS: Random Matrix Analysis and Two-Timescale Design for Multi-User Communications', IEEE Journal on Selected Areas in Communications, 44, pp. 1400 - 1416, http://dx.doi.org/10.1109/JSAC.2025.3615911

Huang Z; Li G; Xu H; Ng DWK, 2026, 'Fluid Antenna System-Assisted Physical Layer Secret Key Generation', IEEE Journal on Selected Areas in Communications, 44, pp. 4429 - 4443, http://dx.doi.org/10.1109/JSAC.2026.3679311

Bepari D; Mondal S; Bhowal A; Singh K; Shin H; Wong KK; Ng DWK, 2026, 'Fluid Antennas: Pioneering a New Era in Next-Generation Wireless Communications', IEEE Communications Surveys and Tutorials, 28, pp. 5596 - 5631, http://dx.doi.org/10.1109/COMST.2026.3678505

Cui Y; Wing Kwan Ng D; Yuan W; Niyato D; Al-Dhahir N, 2026, 'Guest Editorial Augmented Edge Sensing Intelligence for Low-Altitude IoT Systems', IEEE Internet of Things Journal, 13, pp. 5437 - 5441, http://dx.doi.org/10.1109/JIOT.2025.3650319

Shao X; Hu L; Sun Y; Li X; Zhang Y; Ding J; Shi X; Chen F; Wing Kwan Ng D; Schober R, 2026, 'Hybrid Near–Far Field 6D Movable Antenna Design Exploiting Directional Sparsity and Deep Learning', IEEE Transactions on Wireless Communications, 25, pp. 3736 - 3749, http://dx.doi.org/10.1109/TWC.2025.3605550

Zhang X; Li Z; Li S; Wan K; Ng DWK; Caire G, 2026, 'Information-Theoretic Decentralized Secure Aggregation With Passive Collusion Resilience', IEEE Journal on Selected Areas in Communications, 44, pp. 4414 - 4428, http://dx.doi.org/10.1109/JSAC.2026.3678509

Mao W; Lu Y; Yang D; Ai B; Quek TQS; Kwan Ng DW, 2026, 'Integrated Sensing, Communication, and Power Transfer for Fluid-Antenna LEO Satellite Systems', IEEE Journal on Selected Areas in Communications, 44, pp. 5521 - 5536, http://dx.doi.org/10.1109/JSAC.2026.3721027

Zeng X; Wang C; Li Z; Jin L; Ng DWK; Niyato D; Kim KJ; Al-Dhahir N, 2026, 'Intelligent Physical Layer Authentication Based on Complex-Valued Neural Networks: Defending Against Pilot Contamination and Clone Attacks', IEEE Transactions on Wireless Communications, 25, pp. 14486 - 14502, http://dx.doi.org/10.1109/TWC.2026.3677134

Lu Y; Zhang J; Zheng J; Wing Kwan Ng D; Ai B, 2026, 'Joint Beamforming and Blocklength Optimization for URLLC in RIS-Aided Cell-Free Massive MIMO System', IEEE Transactions on Wireless Communications, 25, pp. 11641 - 11656, http://dx.doi.org/10.1109/TWC.2026.3660752

Qiu C; Chen W; Wu Q; Hou F; Hao W; Liu R; Ng DWK, 2026, 'Joint Beamforming Design and Resource Allocation for IRS-Assisted Full-Duplex Terahertz Systems', IEEE Transactions on Wireless Communications, 25, pp. 20852 - 20866, http://dx.doi.org/10.1109/TWC.2026.3716270

Shi E; Zhu Y; Zhang J; Liu Z; Yuen C; Ng DWK; Renzo MD; Ai B, 2026, 'Joint Precoding and AP Selection for Energy-Efficient RIS-Aided Cell-Free Massive MIMO With Multi-Agent Reinforcement Learning', IEEE Transactions on Wireless Communications, 25, pp. 14719 - 14733, http://dx.doi.org/10.1109/TWC.2026.3678661

Wang D; Shi E; Zhang J; An J; Ng DWK; Ai B, 2026, 'Joint Precoding and Surface Morphing Design for Flexible Intelligent Metasurfaces-Aided Cell-Free Massive MIMO Systems', IEEE Transactions on Vehicular Technology, http://dx.doi.org/10.1109/TVT.2026.3701239

Huang H; Yuan W; Liu C; Liu L; Liu F; Xiang W; Ng DWK, 2026, 'LLM in V2I: A Data-Driven Predictive Beamforming Framework for Vehicle Tracking in Near-Field ISAC Systems', IEEE Journal on Selected Areas in Communications, 44, pp. 2510 - 2527, http://dx.doi.org/10.1109/JSAC.2025.3643394

Jiang Y; Wu Q; Hui H; Chen W; Ng DWK, 2026, 'Low-Altitude UAV Tracking via Sensing-Assisted Predictive Beamforming', IEEE Transactions on Wireless Communications, 25, pp. 17975 - 17988, http://dx.doi.org/10.1109/TWC.2026.3696638

Lei H; Zhang J; Liu Z; Xiao H; Ai B; Ng DWK; Nallanathan A, 2026, 'Low-Complexity Channel Estimation for Spatial Non-Stationary XL-MIMO Systems: A Model-Based Deep Learning Approach', IEEE Transactions on Communications, 74, pp. 8900 - 8915, http://dx.doi.org/10.1109/TCOMM.2026.3693181

Ma Y; Zhang J; Liu Z; Xiao H; Zhang X; Ng DWK; Ai B, 2026, 'Low-Overhead Distributed Power Control for Cell-Free Massive MIMO with Limited Fronthaul Capacity', IEEE Wireless Communications Letters, 15, pp. 4225 - 4229, http://dx.doi.org/10.1109/LWC.2026.3715345

Yang J; Zhang J; Xu B; Ng DWK; Zhang X; Ai B, 2026, 'Matrix Information Geometry-Based Diffusion Model for ISAC Systems in Clutter Environments', IEEE Transactions on Vehicular Technology, http://dx.doi.org/10.1109/TVT.2026.3726557

Zhang H; Xiong K; Zhang X; Chen W; Fan P; Ng DWK; Letaief KB, 2026, 'Maximizing Decision-Making Time Overhead-Aware Computation Rate in Wireless-Powered Mobile Edge Computing', IEEE Transactions on Green Communications and Networking, 10, pp. 1937 - 1950, http://dx.doi.org/10.1109/TGCN.2026.3654993

Deng D; Li X; Dang S; Zhou W; Ng DWK; Nallanathan A, 2026, 'Movable Antenna-Enabled Covert Communications in ISAC Networks', IEEE Transactions on Information Forensics and Security, 21, pp. 7545 - 7559, http://dx.doi.org/10.1109/TIFS.2026.3723198

Mao S; Yuen C; Liu L; Li J; Liu Y; Yang K; Ng DWK, 2026, 'Movable Antenna-Enhanced RIS-Assisted Over-the-Air Computation', IEEE Transactions on Wireless Communications, 25, pp. 16612 - 16627, http://dx.doi.org/10.1109/TWC.2026.3689864

Liu H; An J; Alexandropoulos GC; Wing Kwan Ng D; Yuen C; Gan L, 2026, 'Multi-User MISO With Stacked Intelligent Metasurfaces: A DRL-Based Sum-Rate Optimization Approach', IEEE Transactions on Cognitive Communications and Networking, 12, pp. 251 - 266, http://dx.doi.org/10.1109/TCCN.2025.3558008

Guo Y; Chen Y; Ren Z; Ng DWK; Xu J, 2026, 'Near-Field Multi-Cell ISCAP With Extremely Large-Scale Antenna Array', IEEE Transactions on Wireless Communications, 25, pp. 10730 - 10745, http://dx.doi.org/10.1109/TWC.2026.3653445

Lu J; Zhang J; Lei H; Xiao H; Ai B; Kwan Ng DW, 2026, 'Near-Field Spatial-Domain Channel Extrapolation for XL-MIMO Systems', IEEE Transactions on Wireless Communications, 25, pp. 4343 - 4357, http://dx.doi.org/10.1109/TWC.2025.3610388

Feng X; Zheng J; Zhang J; Xu B; Ng DWK; Ai B; Leung VCM, 2026, 'Performance Analysis and Optimization Design of Uplink RSMA-Enabled Cell-Free Massive MIMO Systems with Hardware Impairments', IEEE Transactions on Wireless Communications, http://dx.doi.org/10.1109/TWC.2026.3683945

Trung Duy T; Vu TH; Hoa Nguyen T; Tu LT; Wing Kwan Ng D, 2026, 'Performance Analysis of Broadcast Cellular Networks With Stochastic Geometry and Fountain Codes', IEEE Communications Letters, 30, pp. 268 - 272, http://dx.doi.org/10.1109/LCOMM.2025.3635104

Lu Y; Zhang J; Zhu Y; Zheng J; Yang D; Ng DWK; Ai B, 2026, 'Performance Optimization of RIS-Aided Cell-Free Massive MIMO Systems With DRL Approach', IEEE Transactions on Wireless Communications, 25, pp. 6711 - 6728, http://dx.doi.org/10.1109/TWC.2025.3626376

Zhou X; Ke F; Wu C; Zhang XY; Ng DWK, 2026, 'Robust Beamforming for STAR-RIS Aided Hybrid-Field ISAC Systems', IEEE Transactions on Communications, 74, pp. 5654 - 5669, http://dx.doi.org/10.1109/TCOMM.2026.3666616

Sun M; Gong Y; Zhang R; Zhao Y; Jing X; Yuen C; Ng DWK, 2026, 'Robust Spherical Wavefront Beamforming for Near-Field ISAC With MMSE Optimization: A Distance-Angle Perspective', IEEE Transactions on Communications, 74, pp. 6718 - 6733, http://dx.doi.org/10.1109/TCOMM.2026.3679240

Zhang X; Xiang L; Wang J; Gao X; Ng DWK; Schober R, 2026, 'Rotatable Antenna Array Enabled UAV mmWave Massive MIMO Communication', IEEE Transactions on Communications, 74, pp. 1219 - 1236, http://dx.doi.org/10.1109/TCOMM.2025.3622962

Tan Y; Zheng B; Fang Y; Kwan Ng DW; Xu J; Zhang R, 2026, 'Rotatable Antenna-Enabled Spectrum Sharing in Cognitive Radio Systems', IEEE Wireless Communications Letters, 15, pp. 1732 - 1736, http://dx.doi.org/10.1109/LWC.2026.3653962

Liu C; Liu X; Wei Z; Ng DWK, 2026, 'Scalable-Predictive Beamforming for RIS-Assisted Communications in Low-Altitude Wireless Networks: A Graph Neural Network Approach', IEEE Journal on Selected Topics in Signal Processing, http://dx.doi.org/10.1109/JSTSP.2026.3711531

Wang Y; Xiong K; Liu M; Mao J; Mao X; Qin Z; Fan P; Ai B; Ng DWK; Letaief KB, 2026, 'Semantic Communications for High-Speed Railways: Challenges, Key Technologies and Future Directions', IEEE Wireless Communications, http://dx.doi.org/10.1109/MWC.2026.3728734

Zhang Q; Yan S; Zhou X; Shu F; Ng DWK; Schober R, 2026, 'Sensing-Then-Transmit: A Two-Phase Secure ISAC Framework', IEEE Transactions on Wireless Communications, 25, pp. 22261 - 22274, http://dx.doi.org/10.1109/TWC.2026.3725734

Zhou X; Ke F; Zhang XY; Gao F; Zhai Y; Tang B; Ng DWK, 2026, 'STAR-RIS-Aided Wideband Cell-Free ISAC: Joint Resource Allocation and Beamforming', IEEE Transactions on Communications, 74, pp. 12671 - 12687, http://dx.doi.org/10.1109/TCOMM.2026.3720330

Li Z; Jin X; Li G; Wang S; Wen M; Arslan H; Wing Kwan Ng D; Xu C, 2026, 'STT-GS: Sample-Then-Transmit Edge Gaussian Splatting With Joint Client Selection and Power Control', IEEE Transactions on Cognitive Communications and Networking, 12, pp. 4417 - 4432, http://dx.doi.org/10.1109/TCCN.2025.3637096

Li N; Wu P; Zhu L; Mei W; Ning B; Ng DWK, 2026, 'Sum-Rate Maximization for Movable-Antenna Array Enhanced Downlink NOMA Systems', IEEE Transactions on Wireless Communications, http://dx.doi.org/10.1109/TWC.2026.3732158

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