By Associate Professor Derrick Wing Kwan Ng

Journal articles

Lu Y; Xiong K; Chen W; Fan P; Kwan Ng DW; Letaief KB, 2026, 'Multi-UAV Collaborative ISCPT: Joint 3D Deployment and Power Control of UAVs', IEEE Transactions on Mobile Computing, 25, pp. 15625 - 15642, http://dx.doi.org/10.1109/TMC.2026.3683050

Meng C; Xiong K; Gao B; Ni Q; Fan P; Kwan Ng DW; Ai B; Letaief KB, 2026, 'RHS-Based Robust Hybrid Cooperative Beamforming in mmWave IoV: A Lifelong Graph Learning-Based Method', IEEE Transactions on Mobile Computing, 25, pp. 17582 - 17600, http://dx.doi.org/10.1109/TMC.2026.3697269

Zhao R; Hu S; Mishra D; Ng DWK, 2026, 'Robust and Secure Blockage-Aware Pinching Antenna-Assisted Wireless Communication', IEEE Transactions on Mobile Computing, 25, pp. 17547 - 17565, http://dx.doi.org/10.1109/TMC.2026.3695952

Zhu Y; Wu Q; Chen W; Liu Y; Hao W; Ng DWK, 2026, 'Movable array based design for beam squint suppression in THz IRS communications', Science China Information Sciences, 69, http://dx.doi.org/10.1007/s11432-025-4779-6

Zhang X; Xiong K; Yang J; Chen W; Fan P; Wing Kwan Ng D; Ben Letaief K, 2026, 'Toward Sustainable Low-Carbon IoT for 6G: Green Energy-Charged WPCN', IEEE Network, 40, pp. 145 - 154, http://dx.doi.org/10.1109/MNET.2025.3607945

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, 10, pp. 107 - 118, http://dx.doi.org/10.1109/MCOMSTD.2026.3657606

Disl MFG; Ng D; Swart J; Auer F; Kiermaier S; Distaso M; Wasserscheid P; Hornung CH; Xie Z, 2026, 'Carbon-Coated Catalytic Static Mixers for Dual-Function Liquid Organic Hydrogen Carrier Hydrogenation and Dehydrogenation', ACS Sustainable Chemistry and Engineering, 14, pp. 8210 - 8220, http://dx.doi.org/10.1021/acssuschemeng.6c00102

Chen K; Zhang J; Xiao Y; Jo M; Ng DWK, 2026, 'Completion Time Minimization for UAV-Assisted Semi-Decentralized Hybrid Federated Learning', IEEE Transactions on Mobile Computing, 25, pp. 6048 - 6067, http://dx.doi.org/10.1109/TMC.2025.3634664

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

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, 64, pp. 50 - 56, http://dx.doi.org/10.1109/MCOM.001.2500399

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

Zhang H; Wang J; Wang C; Wong KK; Ng DWK; Al-Dhahir N, 2026, 'A Confidence-Aware Semi-Supervised Learning Framework for Automatic Modulation Recognition', IEEE Transactions on Communications, http://dx.doi.org/10.1109/TCOMM.2026.3729736

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

Zhai H; Zhang J; Zheng J; Xiao H; Jiao H; Ai B; Ng DWK, 2026, 'A Joint Optimization Framework for Movable Antenna-Aided Relay Systems', IEEE Wireless Communications Letters, 15, pp. 5050 - 5054, http://dx.doi.org/10.1109/LWC.2026.3727693

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

Tang J; Cheng L; Li X; Wang X; Ng DWK; Leung VCM, 2026, 'Accelerating Federated Learning under Client Dropout via Joint Bandwidth Allocation and Prototype Fine-Tuning in Mobile Edge Computing Networks', IEEE Transactions on Mobile Computing, http://dx.doi.org/10.1109/TMC.2026.3712349

Li D; Xiong K; Chen W; Fan P; Ng DWK; Letaief KB, 2026, 'Achievable Information Rate in Distributed Antenna-assisted WPCNs with Short-Packet Communications', IEEE Internet of Things Journal, http://dx.doi.org/10.1109/JIOT.2026.3724929

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

Li D; Xiong K; Chen W; Fan P; Ng DWK; Letaief KB, 2026, 'AS-GHM-Based Expected Error Probability Evaluation and Minimization for SPC Over Rayleigh Fading', IEEE Wireless Communications Letters, 15, pp. 5070 - 5074, http://dx.doi.org/10.1109/LWC.2026.3724500

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

Hu H; Yu Q; Zhang R; Jiang F; Ng DWK; Niyato D, 2026, 'Balancing Energy and AoI in UAV-Aided ISAC Networks with MEC: An SA-PPO-Based Approach', IEEE Transactions on Vehicular Technology, http://dx.doi.org/10.1109/TVT.2026.3688327

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

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

Back to profile page