By Associate Professor Derrick Wing Kwan Ng

Conference Papers

Zhou F; Ding R; Wu Q; Ng DWK; Wong KK; Al-Dhahir N, 2023, 'A Partially Observable Deep Multi-Agent Active Inference Framework for Resource Allocation in 6G and Beyond Wireless Communications Networks', in Proceedings IEEE Global Communications Conference Globecom, pp. 2662 - 2667, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437731

Yang D; Xu W; Sheng B; You X; Kwan Ng DW; Chen Y, 2023, 'Analysis and Optimization of Spatially-Correlated RIS-Aided Secure Massive MIMO Systems with Low-Resolution DACs', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2023-Fall60731.2023.10333836

Chu Y; Wei Z; Yang Z; Kwan Ng DW, 2023, 'Channel Estimation for RIS-Aided MIMO Systems via Partially Decoupled Atomic Norm Minimization', in Proceedings IEEE Global Communications Conference Globecom, pp. 6615 - 6620, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10436833

Kou WB; Wang S; Zhu G; Luo B; Chen Y; Kwan Ng DW; Wu YC, 2023, 'Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving', in IEEE International Conference on Intelligent Robots and Systems, pp. 9383 - 9390, http://dx.doi.org/10.1109/IROS55552.2023.10342134

Wu Y; Liu M; Xu L; Zhao N; Wang X; Ng DWK, 2023, 'Covert Communication via IRS with Unequal Transmit Prior Probabilities', in Proceedings IEEE Global Communications Conference Globecom, pp. 7267 - 7272, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437531

Liu C; Li S; Yuan W; Liu X; Ng DWK, 2023, 'Deep Learning-Empowered Predictive Precoder Design for OTFS Transmission in URLLC', in IEEE International Conference on Communications, pp. 5651 - 5657, http://dx.doi.org/10.1109/ICC45041.2023.10278742

Li Z; Lin Q; Wu YC; Kwan Ng DW; Nallanathan A, 2023, 'Enhancing Outage-Constrained Secure EE with RIS Under a Multi-Antenna Eavesdropper', in Proceedings IEEE Global Communications Conference Globecom, pp. 7109 - 7114, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437018

Xiao Z; Zeng Y; Kwan Ng DW; Wen F, 2023, 'Exploiting Double Timescales for Integrated Sensing and Communication with Delay-Doppler Alignment Modulation', in IEEE International Conference on Communications, pp. 5731 - 5736, http://dx.doi.org/10.1109/ICC45041.2023.10279599

Wu Y; Xu D; Ng DWK; Schober R; Gerstacker W, 2023, 'Globally Optimal Resource Allocation Design for IRS-Assisted Multiuser Networks with Discrete Phase Shifts', in 2023 IEEE International Conference on Communications Workshops Sustainable Communications for Renaissance Icc Workshops 2023, pp. 1216 - 1221, http://dx.doi.org/10.1109/ICCWorkshops57953.2023.10283561

Xu D; Liu C; Song S; Kwan Ng DW, 2023, 'Integrated Sensing and Communication in Coordinated Cellular Networks', in IEEE Workshop on Statistical Signal Processing Proceedings, pp. 90 - 94, http://dx.doi.org/10.1109/SSP53291.2023.10207991

Xu D; Khalili A; Yu X; Kwan Ng DW; Schober R, 2023, 'Integrated Sensing and Communication in Distributed Antenna Networks', in 2023 IEEE International Conference on Communications Workshops Sustainable Communications for Renaissance Icc Workshops 2023, pp. 1457 - 1462, http://dx.doi.org/10.1109/ICCWorkshops57953.2023.10283659

He Z; Xu W; Shen H; Kwan Ng DW; Eldar YC; You X, 2023, 'Integrated Sensing and Full-Duplex Communication: Joint Transceiver Beamforming and Power Allocation', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, http://dx.doi.org/10.1109/ICASSP49357.2023.10097111

Chen X; Feng B; Wu Y; Kwan Ng DW; Schober R, 2023, 'Joint Beamforming and Antenna Movement Design for Moveable Antenna Systems Based on Statistical CSI', in Proceedings IEEE Global Communications Conference Globecom, pp. 4387 - 4392, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437006

Xu B; Wang Z; Xiao H; Zhang J; Ai B; Kwan Ng DW, 2023, 'Low-Complexity Precoding for Extremely Large-Scale MIMO Over Non-Stationary Channels', in IEEE International Conference on Communications, pp. 6516 - 6522, http://dx.doi.org/10.1109/ICC45041.2023.10279327

Wu Y; Xu D; Ng DWK; Gerstacker W; Schober R, 2023, 'Movable Antenna-Enhanced Multiuser Communication: Jointly Optimal Discrete Antenna Positioning and Beamforming', in Proceedings IEEE Global Communications Conference Globecom, pp. 7508 - 7513, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437926

Zhang W; Qian Y; Xu W; Kwan Ng DW; You X, 2023, 'Multi-agent Reinforcement Learning-based User Scheduling and Resource Allocation in Cell-free Networks', in 2023 IEEE Cic International Conference on Communications in China Iccc 2023, http://dx.doi.org/10.1109/ICCC57788.2023.10233509

Xu D; Yu X; Song S; Kwan Ng DW; Schober R, 2023, 'Multi-Objective Optimization for Active IRS-Assisted Communication Systems', in 2023 IEEE International Mediterranean Conference on Communications and Networking Meditcom 2023, pp. 340 - 345, http://dx.doi.org/10.1109/MeditCom58224.2023.10266592

Zarini H; Maleki MR; Gholipoor N; Mili MR; Rasti M; Movaghar A; Kwan Ng DW; Hossain E, 2023, 'Multiplexing eMBB and mMTC Services over Aerial Visible Light Communications', in IEEE International Conference on Communications, pp. 2655 - 2661, http://dx.doi.org/10.1109/ICC45041.2023.10279143

Wang C; Wang CC; Li Z; Kwan Ng DW; Wong KK, 2023, 'PHY Security Enhancement Exploiting STAR-RIS for Dual-Functional Radar-Communication', in 2023 IEEE International Conference on Communications Workshops Sustainable Communications for Renaissance Icc Workshops 2023, pp. 562 - 567, http://dx.doi.org/10.1109/ICCWorkshops57953.2023.10283800

Li H; Li G; Hu L; Hu A; Kwan Ng DW, 2023, 'RIS-Assisted Physical-Layer Key Generation with Discrete Phase Shift Optimization', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2023-Fall60731.2023.10333843

Wang W; Gong Y; Gao Y; Yang L; Zhan Y; Kwan Ng DW, 2023, 'Robust Resource Allocation Design for Secure IRS-Aided WPCN', in IEEE International Conference on Communications, pp. 577 - 583, http://dx.doi.org/10.1109/ICC45041.2023.10279486

Wu Y; Zhou F; Wu W; Wu Q; Kwan Ng DW; Quek TQS, 2023, 'Robust Resource Allocation for RSMA-Enabled Spectrum-Sharing Networks', in 2023 IEEE 15th International Conference on Wireless Communications and Signal Processing Wcsp 2023, pp. 827 - 832, http://dx.doi.org/10.1109/WCSP58612.2023.10404784

Hu S; Liu C; Ng DWK; Yuan J, 2023, 'Secure Communication in Multifunctional Active Intelligent Reflection Surface-assisted Systems', in WSA and Scc 2023 26th International ITG Workshop on Smart Antennas and 13th Conference on Systems Communications and Coding, pp. 344 - 349

Xu D; Xu Y; Wei Z; Song S; Ng DWK, 2023, 'Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design', in Proceedings of the International Symposium on Modeling and Optimization in Mobile Ad Hoc and Wireless Networks Wiopt, pp. 673 - 680, http://dx.doi.org/10.23919/WiOpt58741.2023.10349846

Wang J; Wang C; Zhang H; Zhang W; Kwan Ng DW, 2023, 'SigMixer: Lightweight Automatic Modulation Classification via Multi -Layer Perceptrons Neural Network', in Proceedings IEEE Global Communications Conference Globecom, pp. 7447 - 7452, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437948

Zhang Q; Yan S; Shu F; Cong Y; Kwan Ng DW, 2023, 'Signalling for Covert Passive Sensing', in IEEE International Conference on Communications, pp. 3902 - 3907, http://dx.doi.org/10.1109/ICC45041.2023.10279567

Zhang R; Cheng L; Wang S; Lou Y; Miao C; Wu W; Ng DWK, 2023, 'Target Sensing in Wideband Massive MIMO-ISAC Systems in the Presence of Beam Squint', in 2023 IEEE International Conference on Communications Workshops Sustainable Communications for Renaissance Icc Workshops 2023, pp. 931 - 936, http://dx.doi.org/10.1109/ICCWorkshops57953.2023.10283625

Paul A; Katwe M; Singh K; Li CP; Kwan Ng DW, 2023, 'Throughput Maximization for RSMA-Empowered CRN under Short-Packet Communications: A DRL-Based Approach', in Proceedings IEEE Global Communications Conference Globecom, pp. 2650 - 2655, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437510

Ding Z; Sun X; Jiang R; Lu X; Zhong Z; Ng DWK, 2023, 'UAV-Enabled Cell-Free Networks: Joint Optimization for User Fairness', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2023-Fall60731.2023.10333862

Liu Z; Liu Z; Zhang J; Xiao H; Ai B; Ng DWK, 2023, 'Uplink Power Control for Extremely Large-Scale MIMO with Multi-Agent Reinforcement Learning and Fuzzy Logic', in IEEE INFOCOM 2023 Conference on Computer Communications Workshops INFOCOM Wkshps 2023, http://dx.doi.org/10.1109/INFOCOMWKSHPS57453.2023.10225857

Wang C; Li Z; Zhao Y; Ng DWK; Al-Dhahir N, 2022, 'Age of Information Minimization in Intelligent Reflecting Surface-Aided Covert Communications', in 2022 IEEE Globecom Workshops GC Wkshps 2022 Proceedings, pp. 601 - 607, http://dx.doi.org/10.1109/GCWkshps56602.2022.10008729

Hu S; Liu C; Wei Z; Cai Y; Kwan Ng DW; Yuan J, 2022, 'Beamforming Design for Intelligent Reflecting Surface-Enhanced Symbiotic Radio Systems', in IEEE International Conference on Communications, pp. 2651 - 2657, http://dx.doi.org/10.1109/ICC45855.2022.9838902

Liu Z; Zhang J; Wang Z; Ai B; Ng DWK, 2022, 'Cell-Free Massive MIMO with Low-Resolution ADCs and I/Q Imbalance over Spatially Correlated Channels', in Proceedings IEEE Global Communications Conference Globecom, pp. 2450 - 2455, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10000842

Hu L; Li G; Qian X; Kwan Ng DW; Hu A, 2022, 'Joint Transmit and Reflective Beamforming for RIS-assisted Secret Key Generation', in Proceedings IEEE Global Communications Conference Globecom, pp. 2352 - 2357, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10001434

Cao C; Feng B; Wu Y; Ng DWK; Zhang W, 2022, 'Linear MIMO Precoders Design for Finite Alphabet Inputs via Model-Free Training', in Proceedings IEEE Global Communications Conference Globecom, pp. 2407 - 2412, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10001528

Yu X; Yan S; Hu J; Haskell-Dowland P; Han Y; Ng DWK, 2022, 'On Relaying Strategies in Multi-Hop Covert Wireless Communications', in IEEE International Conference on Communications, pp. 666 - 672, http://dx.doi.org/10.1109/ICC45855.2022.9838514

Mukherjee A; Kumar V; Ng DWK; Tran LN, 2022, 'On the Energy-Efficiency Maximization for IRS-Assisted MIMOME Wiretap Channels', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2022-Fall57202.2022.10012903

Liu C; Yuan W; Li S; Liu X; Ng DWK; Li Y, 2022, 'Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks: A Deep Learning Approach', in IEEE International Conference on Communications, pp. 1948 - 1954, http://dx.doi.org/10.1109/ICC45855.2022.9839000

Wang Y; Yan S; Zhong C; Ng DWK, 2022, 'Probabilistic Accumulate-then-Transmit in Covert Communications with Energy Harvesting', in IEEE International Conference on Communications, pp. 685 - 691, http://dx.doi.org/10.1109/ICC45855.2022.9838774

Wang W; Yang L; Meng A; Zhan Y; Ng DWK, 2022, 'Resource Allocation for IRS-aided JP-CoMP Cellular Networks with Underlaying D2D Communications', in IEEE International Conference on Communications, pp. 2004 - 2009, http://dx.doi.org/10.1109/ICC45855.2022.9839251

Yao J; Xu W; You X; Ng DWK; Fu J, 2022, 'Robust Beamforming Design for Reconfigurable Intelligent Surface-aided Cell-free Systems', in Proceedings of the International Symposium on Wireless Communication Systems, http://dx.doi.org/10.1109/ISWCS56560.2022.9940371

Wei Z; Liu F; Ng DWK; Schober R, 2022, 'SAFEGUARDING UAV NETWORKS THROUGH INTEGRATED SENSING, JAMMING, AND COMMUNICATIONS', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 8737 - 8741, http://dx.doi.org/10.1109/ICASSP43922.2022.9746707

Cai Y; Yuan W; Wei Z; Liu C; Hu S; Kwan Ng DW, 2022, 'Trajectory Design and Resource Allocation for UAV-Enabled Data Collection in Wireless Sensor Networks with 3D Blockages', in 2022 1st International Conference on 6g Networking 6gnet 2022, http://dx.doi.org/10.1109/6GNet54646.2022.9830200

Shi E; Zhang J; Wang Z; Ng DWK; Ai B, 2022, 'Uplink Performance of RIS-aided Cell-Free Massive MIMO System over Spatially Correlated Channels', in Proceedings IEEE Global Communications Conference Globecom, pp. 3259 - 3264, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10001167

Liu C; Liu X; Kwan Ng DW; Yuan J, 2021, 'Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC42927.2021.9500708

Li S; Yuan J; Yuan W; Wei Z; Bai B; Ng DWK, 2021, 'On the Performance of Coded OTFS Modulation over High-Mobility Channels', in 2021 IEEE International Conference on Communications Workshops Icc Workshops 2021 Proceedings, http://dx.doi.org/10.1109/ICCWorkshops50388.2021.9473896

Wang L; Sun X; Jiang R; Jiang W; Zhong Z; Kwan Ng DW, 2021, 'Optimal Energy Efficiency for Multi-MEC and Blockchain Empowered IoT: A Deep Learning Approach', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC42927.2021.9500558

Guo C; Cui Y; Liu Z; Kwan Ng DW, 2021, 'Optimal Transmission of Multi-Quality Tiled 360 VR Video in MIMO-OFDMA Systems', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC42927.2021.9500511

Wei Z; Yuan W; Li S; Yuan J; Ng DWK, 2021, 'Performance Analysis and Window Design for Channel Estimation of OTFS Modulation', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC42927.2021.9500798

Fu H; Feng S; Kwan Ng DW, 2021, 'Resource Allocation Design for IRS-Aided Downlink MU-MISO RSMA Systems', in 2021 IEEE International Conference on Communications Workshops Icc Workshops 2021 Proceedings, http://dx.doi.org/10.1109/ICCWorkshops50388.2021.9473650

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