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

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

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

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

Quang NDM; Liu C; Li S; Vu HN; Ng DWK; Xiang W, 2026, 'Diffusion Model-Enhanced Environment Reconstruction in ISAC', IEEE Wireless Communications Letters, 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

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

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 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, 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, 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

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; Ng DWK; Xu J; Zhang R, 2026, 'Rotatable Antenna-Enabled Spectrum Sharing in Cognitive Radio Systems', IEEE Wireless Communications Letters, 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

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

Xu W; Yang Z; Ng DWK; Schober R; Vincent Poor H; Zhang Z; You X, 2026, 'A New Path to Integrated Learning and Communication (ILAC): Large AI Models Leveraging Hyperdimensional Computing', IEEE Transactions on Communications, pp. 1 - 1, http://dx.doi.org/10.1109/tcomm.2026.3662396

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, pp. 1 - 1, http://dx.doi.org/10.1109/jsac.2026.3662310

Nie M; Chong R; Li S; Farhang A; Göttsch F; Ng DWK; Matthaiou M; Li Y, 2026, 'Toward Standardizing OTFS: A Candidate Waveform for Next-Generation Wireless Networks', IEEE Communications Standards Magazine, pp. 1 - 12, http://dx.doi.org/10.1109/mcomstd.2026.3657606

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

Jin X; Wu X; Ng D; Thornton AW; Acharya D; Wang H; Xie Z, 2025, 'Liquid metal interface enables glassy MOF membranes with defect-mediated CO₂ transport', Nature Communications, 16, http://dx.doi.org/10.1038/s41467-025-64583-9

Li Q; Ge J; Li J; Masouros C; Liu M; Wing Kwan Ng D, 2025, 'Constructive Non-Orthogonal Multiple Access: Outage Performance and Ergodic Rate', IEEE Wireless Communications Letters, 15, pp. 106 - 110, http://dx.doi.org/10.1109/LWC.2025.3620293

WU J; YUAN W; TAO Q; HUANG H; Kwan NG DW, 2025, 'Aerial-networked ISAC-empowered collaborative energy-efficient covert communications', Chinese Journal of Aeronautics, 38, http://dx.doi.org/10.1016/j.cja.2025.103451

Zhang J; Zhu Y; Zhao N; Jin S; Wang X; Ng DWK; Al-Dhahir N, 2025, 'Deep Unfolding Learning Aided ISAC Transceiver Design', IEEE Transactions on Wireless Communications, 24, pp. 8681 - 8695, http://dx.doi.org/10.1109/TWC.2025.3568367

Ahmed A; Wang X; Hawbani A; Yuan W; Tabassum H; Liu Y; Qaisar MUF; Ding Z; Al-Dhahir N; Nallanathan A; Ng DWK, 2025, 'Unveiling the Potential of NOMA: A Journey to Next-Generation Multiple Access', IEEE Communications Surveys and Tutorials, 27, pp. 3099 - 3164, http://dx.doi.org/10.1109/COMST.2024.3521647

Jin X; Wu X; Ng D; Freeman BD; He T; Xie Z, 2025, 'Challenges and Prospects of Microporous Membranes for High-Temperature Hydrogen Separation', Small Structures, 6, http://dx.doi.org/10.1002/sstr.202400521

Song X; Fang Y; Wang F; Ren Z; Yu X; Zhang Y; Liu F; Xu J; Ng DWK; Zhang R; Cui S, 2025, 'An overview on IRS-enabled sensing and communications for 6G: architectures, fundamental limits, and joint beamforming designs', Science China Information Sciences, 68, http://dx.doi.org/10.1007/s11432-024-4345-5

Xu Y; Xu D; Xie Z; Jiang Z; Song S; Ng DWK, 2025, 'Resolution-aware beam scanning for joint detection and communication in ISAC systems', Science China Information Sciences, 68, http://dx.doi.org/10.1007/s11432-024-4375-4

Ranaweera R; Wu X; Ng D; Reineck P; Zhang J; Williams M; Fan L; Xie Z, 2025, 'Comparative study of adsorption, thermally activated peroxymonosulfate and wet air oxidation for tetracycline removal and wastewater treatment', Journal of Water Process Engineering, 72, http://dx.doi.org/10.1016/j.jwpe.2025.107559

Jin X; Ng D; Wu X; Acharya D; Fong C; Xie Z, 2025, 'Effect of substrate pore size and physical gelation on the performance of BTESE-derived silica membranes for gas separation', Journal of Membrane Science, 721, http://dx.doi.org/10.1016/j.memsci.2025.123826

Bao K; Miao J; Xu W; Huang Y; Ng DWK, 2025, 'A Low-Complexity Markovian Arithmetic-Level Variable Precision Computing for MIMO Signal Processing', IEEE Internet of Things Journal, http://dx.doi.org/10.1109/JIOT.2025.3642819

Ding R; Zhou F; Wu Q; Wing Kwan Ng D; Wong KK; Al-Dhahir N, 2025, 'A Novel PODMAI Framework Enhanced by User Demand Prediction for Resource Allocation in Spectrum Sharing UAV Networks', IEEE Transactions on Communications, 73, pp. 8243 - 8259, http://dx.doi.org/10.1109/TCOMM.2025.3547722

Li J; Zhang S; Yu T; Pan G; Huang K; Chen X; Sun Y; Liu J; Li J; Wing Kwan Ng D, 2025, 'A Unified QoS-Aware Multiplexing Framework for Next-Generation Immersive Communication With Legacy Wireless Applications', IEEE Internet of Things Journal, 12, pp. 28582 - 28597, http://dx.doi.org/10.1109/JIOT.2025.3567111

Song X; Qin X; Yu X; Xu J; Wing Kwan Ng D, 2025, 'Active-IRS-Enabled Target Detection', IEEE Wireless Communications Letters, 14, pp. 2763 - 2767, http://dx.doi.org/10.1109/LWC.2025.3579002

Le Y; Jiang R; Jiang Y; Ling X; Wang J; Ng DWK; Huang Y, 2025, 'Age-of-Information Analysis for Blockchain-Based Mobile Edge Computing', IEEE Transactions on Communications, 73, pp. 13953 - 13966, http://dx.doi.org/10.1109/TCOMM.2025.3597823

Wang Z; Zhang J; Yi W; Xiao H; Du H; Niyato D; Ai B; Ng DWK, 2025, 'Analytical Framework for Effective Degrees of Freedom in Near-Field XL-MIMO', IEEE Transactions on Wireless Communications, 24, pp. 3465 - 3482, http://dx.doi.org/10.1109/TWC.2025.3531418

Li T; Wu Y; Gao J; Zhang W; Xia XG; Ng DWK; Xiao C, 2025, 'Asynchronous MIMO-OFDM Massive Unsourced Random Access With Codeword Collisions', IEEE Transactions on Wireless Communications, 24, pp. 84 - 100, http://dx.doi.org/10.1109/TWC.2024.3480334

Li S; Lu G; Zhen L; Feng D; Yu K; Ng DWK, 2025, 'Block-Cyclic Zadoff-Chu Sequences-Based Preamble Design and Detection for OTFS-Enabled LEO Satellite Random Access Systems', IEEE Transactions on Vehicular Technology, http://dx.doi.org/10.1109/TVT.2025.3612026

Chen K; Zhang J; Xiao Y; Jo M; Ng DWK, 2025, 'Completion Time Minimization for UAV-Assisted Semi-Decentralized Hybrid Federated Learning', IEEE Transactions on Mobile Computing, http://dx.doi.org/10.1109/TMC.2025.3634664

Wang J; Yao J; He Z; Xu W; Ng DWK, 2025, 'Completion Time Minimization Oriented Cross-Layer Design in Multiuser Communication Networks', IEEE Wireless Communications Letters, 14, pp. 18 - 22, http://dx.doi.org/10.1109/LWC.2024.3478370

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