By Associate Professor Derrick Wing Kwan Ng

Journal articles

Wang S; Li C; Ng DWK; Eldar YC; Poor HV; Hao Q; Xu C, 2023, 'Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification', IEEE Network, 37, pp. 16 - 25, http://dx.doi.org/10.1109/MNET.104.2100403

Wang C; Li Z; Zheng TX; Ng DWK; Al-Dhahir N, 2023, 'Intelligent Reflecting Surface-Aided Full-Duplex Covert Communications: Information Freshness Optimization', IEEE Transactions on Wireless Communications, 22, pp. 3246 - 3263, http://dx.doi.org/10.1109/TWC.2022.3217041

Yang G; Ng D; Huang Z; Zhang J; Gray S; Xie Z, 2023, 'Janus hollow fibre membranes with intrusion anchored structure for robust desalination and leachate treatment in direct contact membrane distillation', Desalination, 551, http://dx.doi.org/10.1016/j.desal.2023.116423

Wang W; Gong Y; Yang L; Zhan Y; Ng DWK, 2023, 'Robust Resource Allocation Design for Secure IRS-Aided WPCN', IEEE Transactions on Wireless Communications, 22, pp. 2715 - 2729, http://dx.doi.org/10.1109/TWC.2022.3213544

Yuan W; Wymeersch H; Cui Y; Ng DWK; Fan P; Dobre OA, 2023, 'Guest Editorial Special Issue on Integrated Sensing and Communications for Future Green Networks', IEEE Transactions on Green Communications and Networking, 7, pp. 354 - 355, http://dx.doi.org/10.1109/TGCN.2023.3240265

Gao Z; Wan Z; Zheng D; Tan S; Masouros C; Ng DWK; Chen S, 2023, 'Integrated Sensing and Communication With mmWave Massive MIMO: A Compressed Sampling Perspective', IEEE Transactions on Wireless Communications, 22, pp. 1745 - 1762, http://dx.doi.org/10.1109/TWC.2022.3206614

Zhang Y; Zhang J; Xiao H; Ng DWK; Ai B, 2023, 'Channel Aging-Aware Precoding for RIS-Aided Multi-User Communications', IEEE Transactions on Vehicular Technology, 72, pp. 1997 - 2008, http://dx.doi.org/10.1109/TVT.2022.3210548

Lu X; Yan S; Yang W; Li M; Ng DWK, 2023, 'Covert Communication with Time Uncertainty in Time-Critical Wireless Networks', IEEE Transactions on Wireless Communications, 22, pp. 1116 - 1129, http://dx.doi.org/10.1109/TWC.2022.3201872

Shi E; Zhang J; Zhang J; Ng DWK; Ai B, 2023, 'Decentralized Coordinated Precoding Design in Cell-Free Massive MIMO Systems for URLLC', IEEE Transactions on Vehicular Technology, 72, pp. 2638 - 2642, http://dx.doi.org/10.1109/TVT.2022.3210253

Chen G; Wu Q; Chen W; Ng DWK; Hanzo L, 2023, 'IRS-Aided Wireless Powered MEC Systems: TDMA or NOMA for Computation Offloading?', IEEE Transactions on Wireless Communications, 22, pp. 1201 - 1218, http://dx.doi.org/10.1109/TWC.2022.3203158

Gao Y; Wu Q; Chen W; Ng DWK, 2023, 'Rate-Splitting Multiple Access for Intelligent Reflecting Surface-Aided Secure Transmission', IEEE Communications Letters, 27, pp. 482 - 486, http://dx.doi.org/10.1109/LCOMM.2022.3224499

Lu X; Yan S; Yang W; Liu C; Ng DWK, 2023, 'Short-Packet Covert Communication in Interweave Cognitive Radio Networks', IEEE Transactions on Vehicular Technology, 72, pp. 2649 - 2654, http://dx.doi.org/10.1109/TVT.2022.3210991

Gao Y; Wu Q; Zhang G; Chen W; Ng DWK; Renzo MD, 2023, 'Beamforming Optimization for Active Intelligent Reflecting Surface-Aided SWIPT', IEEE Transactions on Wireless Communications, 22, pp. 362 - 378, http://dx.doi.org/10.1109/TWC.2022.3193845

Xu W; Yang Z; Ng DWK; Levorato M; Eldar YC; Debbah M, 2023, 'Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing', IEEE Journal on Selected Topics in Signal Processing, 17, pp. 9 - 39, http://dx.doi.org/10.1109/JSTSP.2023.3239189

Gao Z; Zhou X; Zhao J; Li J; Zhu C; Hu C; Xiao P; Chatzinotas S; Ng DWK; Ottersten B, 2023, 'Grant-Free NOMA-OTFS Paradigm: Enabling Efficient Ubiquitous Access for LEO Satellite Internet-of-Things', IEEE Network, 37, pp. 18 - 26, http://dx.doi.org/10.1109/MNET.003.2200445

Xu W; Ng DWK; Levorato M; Eldar YC; Debbah M, 2023, 'Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks', IEEE Journal on Selected Topics in Signal Processing, 17, pp. 3 - 8, http://dx.doi.org/10.1109/JSTSP.2022.3227720

Sun Y; An K; Li C; Lin Z; Niu H; Ng DWK; Wang J; Al-Dhahir N, 2023, 'Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs', IEEE Transactions on Information Forensics and Security, 18, pp. 3606 - 3621, http://dx.doi.org/10.1109/TIFS.2023.3283130

Wang C; Wang CC; Li Z; Ng DWK; Wong KK; Al-Dhahir N; Niyato D, 2023, 'STAR-RIS-Enabled Secure Dual-Functional Radar-Communications: Joint Waveform and Reflective Beamforming Optimization', IEEE Transactions on Information Forensics and Security, 18, pp. 4577 - 4592, http://dx.doi.org/10.1109/TIFS.2023.3297452

Li G; Wang S; Ye K; Wen M; Ng DWK; Di Renzo M, 2022, 'Multi-Point Integrated Sensing and Communication: Fusion Model and Functionality Selection', IEEE Wireless Communications Letters, 11, pp. 2660 - 2664, http://dx.doi.org/10.1109/LWC.2022.3213883

Wang Y; Yan S; Yang W; Zhong C; Ng DWK, 2022, 'Probabilistic Accumulate-Then-Transmit in Wireless-Powered Covert Communications', IEEE Transactions on Wireless Communications, 21, pp. 10393 - 10406, http://dx.doi.org/10.1109/TWC.2022.3183892

Shao X; Cheng L; Chen X; Huang C; Ng DWK, 2022, 'Reconfigurable Intelligent Surface-Aided 6G Massive Access: Coupled Tensor Modeling and Sparse Bayesian Learning', IEEE Transactions on Wireless Communications, 21, pp. 10145 - 10161, http://dx.doi.org/10.1109/TWC.2022.3182653

Cai Y; Wei Z; Hu S; Liu C; Ng DWK; Yuan J, 2022, 'Resource Allocation and 3D Trajectory Design for Power-Efficient IRS-Assisted UAV-NOMA Communications', IEEE Transactions on Wireless Communications, 21, pp. 10315 - 10334, http://dx.doi.org/10.1109/TWC.2022.3183300

Xu D; Yu X; Ng DWK; Schmeink A; Schober R, 2022, 'Robust and Secure Resource Allocation for ISAC Systems: A Novel Optimization Framework for Variable-Length Snapshots', IEEE Transactions on Communications, 70, pp. 8196 - 8214, http://dx.doi.org/10.1109/TCOMM.2022.3218629

Wang Y; Smith SJD; Liu Y; Lu P; Zhang X; Ng D; Xie Z, 2022, 'Surface hydrophilicity modification of thin-film composite membranes with metal−organic frameworks (MOFs) Ti-UiO-66 for simultaneous enhancement of anti-fouling property and desalination performance', Separation and Purification Technology, 302, http://dx.doi.org/10.1016/j.seppur.2022.122001

Li X; Zhang J; Wang Z; Ai B; Ng DWK, 2022, 'Cell-Free Massive MIMO With Multi-Antenna Users Over Weichselberger Rician Channels', IEEE Transactions on Vehicular Technology, 71, pp. 12368 - 12373, http://dx.doi.org/10.1109/TVT.2022.3193156

Nguyen TN; Tran DH; Chien TV; Phan VD; Voznak M; Tin PT; Chatzinotas S; Ng DWK; Poor HV, 2022, 'Security-Reliability Tradeoff Analysis for SWIPT- and AF-Based IoT Networks With Friendly Jammers', IEEE Internet of Things Journal, 9, pp. 21662 - 21675, http://dx.doi.org/10.1109/JIOT.2022.3182755

Yin Z; Xu W; Xie R; Zhang S; Ng DWK; You X, 2022, 'Deep CSI Compression for Massive MIMO: A Self-Information Model-Driven Neural Network', IEEE Transactions on Wireless Communications, 21, pp. 8872 - 8886, http://dx.doi.org/10.1109/TWC.2022.3170576

Le KN; Ng DWK; Ding Z, 2022, 'Guest editorial: Ultra reliable and low-latency communications', IET Signal Processing, 16, pp. 883 - 884, http://dx.doi.org/10.1049/sil2.12163

Shi E; Zhang J; Du Y; Wang Z; Ai B; Ng DWK, 2022, 'Spatially Correlated RIS-Aided CF Massive MIMO Systems With Generalized MR Combining', IEEE Transactions on Vehicular Technology, 71, pp. 11245 - 11250, http://dx.doi.org/10.1109/TVT.2022.3186077

Shen L; Wu Y; Ng DWK; Zhang W; Xia XG, 2022, 'Symbol-Wise Puncturing for HARQ Integration With Probabilistic Amplitude Shaping', IEEE Wireless Communications Letters, 11, pp. 2110 - 2114, http://dx.doi.org/10.1109/LWC.2022.3194156

Huang J; Yang Y; Gao Z; He D; Ng DWK, 2022, 'Dynamic Spectrum Access for D2D-Enabled Internet of Things: A Deep Reinforcement Learning Approach', IEEE Internet of Things Journal, 9, pp. 17793 - 17807, http://dx.doi.org/10.1109/JIOT.2022.3160197

Tian F; Chen X; Liu L; Ng DWK, 2022, 'Massive Unsourced Random Access Over Rician Fading Channels: Design, Analysis, and Optimization', IEEE Internet of Things Journal, 9, pp. 17675 - 17688, http://dx.doi.org/10.1109/JIOT.2022.3155670

Jiang H; Cui M; Ng DWK; Dai L, 2022, 'Accurate Channel Prediction Based on Transformer: Making Mobility Negligible', IEEE Journal on Selected Areas in Communications, 40, pp. 2717 - 2732, http://dx.doi.org/10.1109/JSAC.2022.3191334

Wang C; Li Z; Zhang H; Ng DWK; Al-Dhahir N, 2022, 'Achieving Covertness and Security in Broadcast Channels With Finite Blocklength', IEEE Transactions on Wireless Communications, 21, pp. 7624 - 7640, http://dx.doi.org/10.1109/TWC.2022.3160051

Wang Y; Yan S; Zhou X; Huang Y; Ng DWK, 2022, 'Covert Communication With Energy Replenishment Constraints in UAV Networks', IEEE Transactions on Vehicular Technology, 71, pp. 10143 - 10148, http://dx.doi.org/10.1109/TVT.2022.3178021

Liu C; Liu X; Li S; Yuan W; Ng DWK, 2022, 'Deep CLSTM for Predictive Beamforming in Integrated Sensing and Communication-Enabled Vehicular Networks', Journal of Communications and Information Networks, 7, pp. 269 - 277, http://dx.doi.org/10.23919/JCIN.2022.9906941

Qi Q; Chen X; Khalili A; Zhong C; Zhang Z; Ng DWK, 2022, 'Integrating Sensing, Computing, and Communication in 6G Wireless Networks: Design and Optimization', IEEE Transactions on Communications, 70, pp. 6212 - 6227, http://dx.doi.org/10.1109/TCOMM.2022.3190363

Wei Z; Yuan W; Li S; Yuan J; Ng DWK, 2022, 'Off-Grid Channel Estimation With Sparse Bayesian Learning for OTFS Systems', IEEE Transactions on Wireless Communications, 21, pp. 7407 - 7426, http://dx.doi.org/10.1109/TWC.2022.3158616

Huang C; Xu J; Zhang W; Xu W; Ng DWK, 2022, 'Semi-Blind Channel Estimation for RIS-Assisted MISO Systems Using Expectation Maximization', IEEE Transactions on Vehicular Technology, 71, pp. 10173 - 10178, http://dx.doi.org/10.1109/TVT.2022.3182347

Zhang R; Cheng L; Wang S; Lou Y; Wu W; Ng DWK, 2022, 'Tensor Decomposition-Based Channel Estimation for Hybrid mmWave Massive MIMO in High-Mobility Scenarios', IEEE Transactions on Communications, 70, pp. 6325 - 6340, http://dx.doi.org/10.1109/TCOMM.2022.3187780

Liu C; Yuan W; Li S; Liu X; Li H; Ng DWK; Li Y, 2022, 'Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks', IEEE Journal on Selected Areas in Communications, 40, pp. 2317 - 2334, http://dx.doi.org/10.1109/JSAC.2022.3180803

Shi E; Zhang J; He R; Jiao H; Wang Z; Ai B; Ng DWK, 2022, 'Spatially Correlated Reconfigurable Intelligent Surfaces-Aided Cell-Free Massive MIMO Systems', IEEE Transactions on Vehicular Technology, 71, pp. 9073 - 9077, http://dx.doi.org/10.1109/TVT.2022.3175459

Vilé G; Ng D; Xie Z; Martinez-Botella I; Tsanaktsidis J; Hornung CH, 2022, '3D-Printed Structured Reactor with Integrated Single-Atom Catalyst Film for Hydrogenation', ChemCatChem, 14, http://dx.doi.org/10.1002/cctc.202101941

Lu X; Yang W; Yan S; Li Z; Ng DWK, 2022, 'Covertness and Timeliness of Data Collection in UAV-Aided Wireless-Powered IoT', IEEE Internet of Things Journal, 9, pp. 12573 - 12587, http://dx.doi.org/10.1109/JIOT.2021.3137846

Zhang J; Fan J; Zhang J; Ng DWK; Sun Q; Ai B, 2022, 'Performance Analysis and Optimization of NOMA-Based Cell-Free Massive MIMO for IoT', IEEE Internet of Things Journal, 9, pp. 9625 - 9639, http://dx.doi.org/10.1109/JIOT.2021.3130026

Li S; Yuan W; Liu C; Wei Z; Yuan J; Bai B; Ng DWK, 2022, 'A Novel ISAC Transmission Framework Based on Spatially-Spread Orthogonal Time Frequency Space Modulation', IEEE Journal on Selected Areas in Communications, 40, pp. 1854 - 1872, http://dx.doi.org/10.1109/JSAC.2022.3155538

Pan C; Di Renzo M; Yuen C; Ng DWK; Basar E, 2022, 'Backscatter and Reconfigurable Intelligent Surface-Empowered Wireless Communications in 6G [From the Guest Editors]', IEEE Vehicular Technology Magazine, 17, pp. 14 - 15, http://dx.doi.org/10.1109/MVT.2022.3168492

Luo L; Zhang J; Chen S; Zhang X; Ai B; Ng DWK, 2022, 'Downlink Power Control for Cell-Free Massive MIMO With Deep Reinforcement Learning', IEEE Transactions on Vehicular Technology, 71, pp. 6772 - 6777, http://dx.doi.org/10.1109/TVT.2022.3162585

Sun Y; An K; Zhu Y; Zheng G; Wong KK; Chatzinotas S; Ng DWK; Guan D, 2022, 'Energy-Efficient Hybrid Beamforming for Multilayer RIS-Assisted Secure Integrated Terrestrial-Aerial Networks', IEEE Transactions on Communications, 70, pp. 4189 - 4210, http://dx.doi.org/10.1109/TCOMM.2022.3170632

Moghimi M; Zakeri A; Javan MR; Mokari N; Ng DWK, 2022, 'Joint Radio Resource Allocation and Cooperative Caching in PD-NOMA-Based HetNets', IEEE Transactions on Mobile Computing, 21, pp. 2029 - 2044, http://dx.doi.org/10.1109/TMC.2020.3034618

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