By Associate Professor Derrick Wing Kwan Ng

Conference Papers

Huang L; Zhang J; Ng DWK, 2025, 'Fairness Optimization in Next-Generation Dense WLANs with ISAC', in 2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring), IEEE, pp. 1 - 6, presented at 2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring), 17 June 2025 - 20 June 2025, http://dx.doi.org/10.1109/vtc2025-spring65109.2025.11174905

Wang W; Qiao D; Yang L; Zhan Y; Kwan Ng DW, 2025, 'Analysis of Energy Efficiency of IRS-aided Wireless Communication Systems Under Statistical QoS Constraints', in 2025 IEEE International Conference on Communications Workshops (ICC Workshops), IEEE, pp. 861 - 867, presented at 2025 IEEE International Conference on Communications Workshops (ICC Workshops), 08 June 2025 - 12 June 2025, http://dx.doi.org/10.1109/iccworkshops67674.2025.11162459

Zhang Q; Yan S; Zhou X; Shu F; Kwan Ng DW; Schober R, 2025, 'A Sensing-Based Two-Phase Secure ISAC Framework', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 1245 - 1250, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162369

Singh A; Singh K; Kaushik A; Kwan Ng DW; Biswas S, 2025, 'Adaptive Neural Network Optimization for Fully Connected STAR-RIS-Aided NOMA Networks', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 190 - 195, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162442

Du R; Wei Z; Yang Z; Zeng Y; Kwan Ng DW, 2025, 'Channel Knowledge Map-assisted Dual-domain Tracking for High-mobility Wireless Networks', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 336 - 341, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162289

Khodkar Z; Yan S; Shah SAA; Biswa R; De Souza P; Uggalla L; Ng DWK, 2025, 'CubeSat Downlink Communications Enhanced by Movable Antennas', in IEEE International Conference on Communications, pp. 1061 - 1066, http://dx.doi.org/10.1109/ICC52391.2025.11161675

Liu C; Li H; Li Z; Wang S; Xu W; Ye K; Ng DWK; Xu C, 2025, 'Green Robotic Mixed Reality with Gaussian Splatting', in IEEE Conference on Computer Communications Workshops INFOCOM Wkshps 2025, http://dx.doi.org/10.1109/INFOCOMWKSHPS65812.2025.11152763

Zhang X; Xiang L; Wang J; Zhu P; Ng DWK; Gao X, 2025, 'Hybrid Precoding Optimization for mmWave Massive MIMO with Finite Blocklength', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC61545.2025.10978558

Lei H; Zhang J; Liu Z; Xiao H; Ai B; Ng DWK; Nallanathan A, 2025, 'Mixed Model- and Data-Driven Spatial Non-Stationary Channel Estimation for Near-Field XL-MIMO Systems', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, http://dx.doi.org/10.1109/SPAWC66079.2025.11143444

Li N; Wu P; Zhu L; Ng DWK, 2025, 'Movable-Antenna Array Enhanced Downlink NOMA', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 44 - 49, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162153

Cheng Q; Shi Z; Denman S; Fookes C; Yuan J; Kwan Ng DW, 2025, 'MTL-DFM: Multi-Task Learning and Diffusion Model for ISAC Systems', in IEEE International Conference on Communications, pp. 6705 - 6710, http://dx.doi.org/10.1109/ICC52391.2025.11161122

Xia M; Xu W; Xu J; He Z; Yang Z; Ng DWK, 2025, 'Multi-Cell Coordinated Beamforming for Integrate Communication and Multi-Tmt Localization', in IEEE International Conference on Communications, pp. 6651 - 6656, http://dx.doi.org/10.1109/ICC52391.2025.11160842

Wang W; Qiao D; Yang L; Zhan Y; Kwan Ng DW, 2025, 'Optimal Resource Allocation Design for Wideband ISAC Systems with Discrete True-Time Delayers', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC61545.2025.10978728

Mondal S; Singh K; Kwan Ng DW; Li CP; Ding Z, 2025, 'Outage Performance of RIS-Aided NOMA ISAC Network for LEO Satellite System', in 2025 IEEE International Conference on Communications Workshops Icc Workshops 2025, pp. 1556 - 1561, http://dx.doi.org/10.1109/ICCWorkshops67674.2025.11162359

Zhang J; Zhu Y; Zhao N; Jin S; Wang X; Ng DWK; Al-Dhahir N, 2025, 'Performance-Complexity Tradeoff for ISAC Transceiver Design: A Deep Unfolding Method', in IEEE International Conference on Communications, pp. 4433 - 4438, http://dx.doi.org/10.1109/ICC52391.2025.11161873

Ding C; Zheng J; Zhang J; Ge X; Ng DWK, 2025, 'Resource Allocation for RIS-Assisted Mixed Near-and Far-Field Communication with Directional Antenna', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC61545.2025.10978151

Chen Z; Yan S; Li L; Yang L; Ng DWK; Schober R, 2025, 'Securing Probabilistic Wireless Transmissions Against a Power-Constrained Eavesdropper', in IEEE International Conference on Communications, pp. 6359 - 6364, http://dx.doi.org/10.1109/ICC52391.2025.11160901

Hu W; He Z; Xu W; Wang J; Ng DWK, 2024, 'Integrated Sensing and Energy-Efficient Communication with Near-Field Beamfocusing', in 2024 IEEE Globecom Workshops (GC Wkshps), IEEE, pp. 1 - 6, presented at 2024 IEEE Globecom Workshops (GC Wkshps), 08 December 2024 - 12 December 2024, http://dx.doi.org/10.1109/gcwkshp64532.2024.11100682

Zhou X; Wang C; Zhang H; Sun Y; Wang C; Kwan Ng DW, 2024, 'Practical Wiretap Code Design via Integration of Information Theory and Deep Learning', in 2024 IEEE Globecom Workshops (GC Wkshps), IEEE, pp. 1 - 6, presented at 2024 IEEE Globecom Workshops (GC Wkshps), 08 December 2024 - 12 December 2024, http://dx.doi.org/10.1109/gcwkshp64532.2024.11101598

Jin Z; You L; Kwan Ng DW; Xia XG; Gao X, 2024, 'A Generative Denoising Approach for Near-Field XL-MIMO Channel Estimation', in Proceedings IEEE Global Communications Conference Globecom, pp. 3443 - 3448, http://dx.doi.org/10.1109/GLOBECOM52923.2024.10901741

Chong R; Li S; Wei Z; Matthaiou M; Ng DWK; Caire G, 2024, 'Analysis of Cross-Domain Message Passing for OTFS Transmissions', in 2024 IEEE Information Theory Workshop Itw 2024, pp. 424 - 429, http://dx.doi.org/10.1109/ITW61385.2024.10806925

Chen W; Wei Z; Yang Z; Kwan Ng DW; Matthaiou M, 2024, 'Beamforming Design for RIS-Aided MIMO Communication: A Piece-Wise Near-Field Model', in International Conference on Communications in China Iccc Workshops 2024, pp. 385 - 390, http://dx.doi.org/10.1109/ICCCWorkshops62562.2024.10693716

Yuan L; Zhou F; Wu Q; Ng DWK, 2024, 'Channel Prediction-Enhanced Intelligent Resource Allocation for Dynamic Spectrum-Sharing Networks', in IEEE International Conference on Communications, pp. 2767 - 2772, http://dx.doi.org/10.1109/ICC51166.2024.10623083

Gan S; Chen K; Zhang J; Xiang L; Ng DWK; Ge X, 2024, 'Completion Time Minimization for Adaptive Semi-Asynchronous Federated Learning over Wireless Networks', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, http://dx.doi.org/10.1109/PIMRC59610.2024.10817265

Liu Z; Zhang J; Shi E; Zhu Y; Kwan Ng DW; Ai B, 2024, 'Distributed Collaborative User Positioning for Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, pp. 466 - 470, http://dx.doi.org/10.1109/SPAWC60668.2024.10694224

Liu S; Yu X; Gao Z; Ng DWK, 2024, 'DPSS-Based Codebook Design for Near-Field XL-MIMO Channel Estimation', in IEEE International Conference on Communications, pp. 3864 - 3870, http://dx.doi.org/10.1109/ICC51166.2024.10622872

Liu H; An J; Ng DWK; Alexandropoulos GC; Gan L, 2024, 'DRL-Based Orchestration of Multi-User MISO Systems with Stacked Intelligent Metasurfaces', in IEEE International Conference on Communications, pp. 4991 - 4996, http://dx.doi.org/10.1109/ICC51166.2024.10622385

Zhang J; Gong S; Lu W; Xing C; Zhao N; Ng DWK; Niyato D, 2024, 'Dual-Functional Waveform Design for STAR-RIS Aided ISAC via Deep Reinforcement Learning', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, http://dx.doi.org/10.1109/PIMRC59610.2024.10817375

Liu C; Li Y; Ng DWK; Yuan J; Dong L, 2024, 'Dual-Sided Active Intelligent Reflecting Surface-Enhanced Multi-Cell Communications', in IEEE International Conference on Communications, pp. 5527 - 5533, http://dx.doi.org/10.1109/ICC51166.2024.10622780

Xiang L; Zhu X; Pei F; Ng DWK, 2024, 'Energy-Efficient Dynamic Array-Steering and Beamforming for UAV-Aided Communications', in Proceedings IEEE Global Communications Conference Globecom, pp. 3557 - 3563, http://dx.doi.org/10.1109/GLOBECOM52923.2024.10901249

Wang W; Yang L; Zhan Y; Qiao D; Kwan Ng DW, 2024, 'Energy-Efficient Resource Allocation Design for Active IRS-Aided C-RSMA Systems', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC57260.2024.10570954

Qin S; Chen Y; Wang S; Xie Z; Wen M; Ng DWK, 2024, 'Integrating Edge Intelligence and Industrial IoT via Learning-Communication Balancing Power Allocation', in IEEE International Conference on Communications, pp. 861 - 866, http://dx.doi.org/10.1109/ICC51166.2024.10622424

Chen Z; Yan S; Zhou X; Shu F; Sun J; Ng DWK, 2024, 'IRS-Assisted Covert Communication with a BPP Distributed Warden outside a Safety Zone', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 12831 - 12835, http://dx.doi.org/10.1109/ICASSP48485.2024.10447139

Zhang S; Li H; Zhang S; Wang S; Kwan Ng DW; Xu C, 2024, 'Multi-Uncertainty Aware Autonomous Cooperative Planning', in IEEE International Conference on Intelligent Robots and Systems, pp. 1018 - 1025, http://dx.doi.org/10.1109/IROS58592.2024.10802006

Wu J; Yuan W; Wei Z; Yan J; Ng DWK, 2024, 'OPTIMAL BER MINIMUM PRECODER DESIGN FOR OTFS-BASED ISAC SYSTEMS', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 12966 - 12970, http://dx.doi.org/10.1109/ICASSP48485.2024.10446140

Cui Y; Liu F; Yuan W; Mu J; Jing X; Ng DWK, 2024, 'Optimal Precoding Design for Monostatic ISAC Systems: MSE Lower Bound and DoF Completion', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC57260.2024.10571114

Tan L; Yuan W; Yang Z; Cui Y; Liu F; Ng DWK, 2024, 'Radar Target Detection Based on OTFS Signaling: A Deep Learning Approach', in 2024 IEEE Cic International Conference on Communications in China Iccc 2024, pp. 325 - 330, http://dx.doi.org/10.1109/ICCC62479.2024.10681938

Sang X; Gui L; Ying K; Diao X; Ng DWK, 2024, 'RIS-aided Cooperative Communication and Positioning Design: Positioning-assisted Channel Estimation Enhancement', in Proceedings IEEE Global Communications Conference Globecom, pp. 3249 - 3254, http://dx.doi.org/10.1109/GLOBECOM52923.2024.10901565

Ren Z; Zhang S; Li X; Qiu L; Xu J; Kwan Ng DW, 2024, 'Secure Communications in Near-Field ISCAP Systems with Extremely Large-Scale Antenna Arrays', in Proceedings of the International Symposium on Wireless Communication Systems, http://dx.doi.org/10.1109/ISWCS61526.2024.10639091

Zhang Y; Mishra D; Gharakheili HH; Wing Kwan Ng D, 2024, 'UAV Operation Time Minimization for Wireless-Powered Data Collection', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 46 - 50, http://dx.doi.org/10.1109/ICASSP48485.2024.10448275

Liang R; Yang B; Yu Z; Cao X; Ng DWK; Yuen C, 2023, 'A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading', in Proceedings IEEE Global Communications Conference Globecom, pp. 6079 - 6084, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437346

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

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