By Associate Professor Derrick Wing Kwan Ng

Journal articles

Jin Z; You L; Wing Kwan Ng D; Xia XG; Gao X, 2026, 'Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information', IEEE Transactions on Cognitive Communications and Networking, 12, pp. 628 - 643, http://dx.doi.org/10.1109/TCCN.2025.3566047

Bao K; Miao J; Xu W; Huang Y; Wing Kwan Ng D, 2026, 'A Low-Complexity Markovian Arithmetic-Level Variable Precision Computing for MIMO Signal Processing', IEEE Internet of Things Journal, 13, pp. 9018 - 9031, http://dx.doi.org/10.1109/JIOT.2025.3642819

Wu X; Ng D; Wang H; Xie Z, 2026, 'Making waves: breaking bottlenecks in forward osmosis through strategic integration with other techniques for resource recovery', Water Research, 289, http://dx.doi.org/10.1016/j.watres.2025.124918

Bao K; Xu W; You X; Ng DWK, 2026, 'A Framework of Arithmetic-Level Variable Precision Computing for In-Memory Architecture: Case Study in MIMO Signal Processing', IEEE Transactions on Mobile Computing, 25, pp. 892 - 905, http://dx.doi.org/10.1109/TMC.2025.3599529

Xu W; Yang Z; Ng DWK; Schober R; Poor HV; Zhang Z; You X, 2026, 'A New Path to Integrated Learning and Communication (ILAC): Large AI Models Leveraging Hyperdimensional Computing', IEEE Transactions on Communications, 74, pp. 4948 - 4973, http://dx.doi.org/10.1109/TCOMM.2026.3662396

Parihar AS; Singh K; Bhatia V; Li CP; Ng DWK, 2026, 'A Non-Stationary Channel Model for RIS-Mounted UAV-Assisted ISAC Systems', IEEE Transactions on Cognitive Communications and Networking, 12, pp. 6358 - 6375, http://dx.doi.org/10.1109/TCCN.2026.3667173

Ranjan R; Katwe MV; Bhattacharya A; Mishra HB; Singh K; Ng DWK, 2026, 'A Robust STAR-RIS-Assisted MU-MIMO System for Integrated Sensing and Communications', IEEE Transactions on Cognitive Communications and Networking, 12, pp. 2205 - 2220, http://dx.doi.org/10.1109/TCCN.2025.3593502

Wang J; Li Y; Xia Y; Li X; Ng DWK; Dobre OA, 2026, 'Active STAR-RIS-Aided Wireless Powered Communication Networks', IEEE Transactions on Wireless Communications, 25, pp. 3406 - 3421, http://dx.doi.org/10.1109/TWC.2025.3604003

Xu B; Zhang J; Liu Z; Wang Z; Ai B; Wing Kwan Ng D, 2026, 'Asynchronous Distributed Beamforming for Beyond-Diagonal RIS-Aided Movable Antenna Systems', IEEE Transactions on Wireless Communications, 25, pp. 4737 - 4751, http://dx.doi.org/10.1109/TWC.2025.3613556

Li S; Lu G; Zhen L; Feng D; Yu K; Ng DWK, 2026, 'Block-Cyclic Zadoff–Chu Sequences-Based Preamble Design and Detection for OTFS-Enabled LEO Satellite Random Access Systems', IEEE Transactions on Vehicular Technology, 75, pp. 5179 - 5184, http://dx.doi.org/10.1109/TVT.2025.3612026

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

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

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

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

Jin Z; You L; Zhou H; Wang Y; Liu X; Gong X; Gao X; Ng DWK; Xia XG, 2026, 'GDM4MMIMO: Generative Diffusion Models for Massive MIMO Communications', IEEE Communications Magazine, http://dx.doi.org/10.1109/MCOM.001.2500399

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

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

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

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

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

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

Wang KW; Zheng TX; Hu G; Zhu F; Li G; Shi J; Su Z; Li Z, 2026, 'Robust RIS-Assisted Secure ISAC Design Against Multiple Colluding Eavesdroppers', IEEE Journal on Selected Areas in Communications, 44, pp. 4159 - 4174, http://dx.doi.org/10.1109/JSAC.2026.3671244

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

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

Nie M; Chong R; Li S; Farhang A; Gottsch F; Ng DWK; Matthaiou M; Li Y, 2026, 'Toward Standardizing OTFS: A Candidate Waveform for Next-Generation Wireless Networks', IEEE Communications Standards Magazine, http://dx.doi.org/10.1109/MCOMSTD.2026.3657606

Chen X; Feng B; Wu Y; Ng DWK; Schober R, 2026, 'Two-Timescale Sum-Rate Maximization for Movable Antenna Enhanced Systems', IEEE Transactions on Wireless Communications, 25, pp. 3894 - 3909, http://dx.doi.org/10.1109/TWC.2025.3606950

Lin S; Zou Y; Li H; Li B; Ng DWK, 2026, 'UAV-Borne FC-RIS Empowered Wireless Information Surveillance With Threshold-Based Antenna Selection', IEEE Transactions on Wireless Communications, 25, pp. 6160 - 6176, http://dx.doi.org/10.1109/TWC.2025.3623963

Feng X; Zheng J; Zhang J; Niyato D; Ng DWK; Ai B, 2026, 'Uplink Rate-Splitting for Cell-Free Massive MIMO', IEEE Transactions on Wireless Communications, 25, pp. 1949 - 1964, http://dx.doi.org/10.1109/TWC.2025.3593866

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, pp. 1 - 1, http://dx.doi.org/10.1109/jsac.2026.3679311

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

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, pp. 1 - 1, http://dx.doi.org/10.1109/jsac.2026.3678509

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

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

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, pp. 1 - 1, http://dx.doi.org/10.1109/tcomm.2026.3679240

Xu Q; Lan L; Zheng T-X; Liu F; Liao G; Ng DWK, 2026, 'Transceiver Optimization of FDA-MIMO Radar-Communication Coexistence Systems', IEEE Transactions on Communications, pp. 1 - 1, http://dx.doi.org/10.1109/tcomm.2026.3679231

Song X; Li X; Qin X; Xu J; Xiao Han T; Wing Kwan Ng D, 2025, 'Fully-Passive Versus Semi-Passive IRS-Enabled Sensing: SNR and CRB Comparison', IEEE Transactions on Wireless Communications, 24, pp. 10050 - 10067, http://dx.doi.org/10.1109/TWC.2025.3577298

Liu Z; Zhang J; Xu B; Ng DWK; Nallanathan A; Ai B, 2025, 'GCN-Based Low-Complexity Downlink Beamforming for Cell-Free Massive MIMO Systems With Partially Coherent Joint Transmission', IEEE Transactions on Wireless Communications, 24, pp. 10440 - 10455, http://dx.doi.org/10.1109/TWC.2025.3579666

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