By Associate Professor Derrick Wing Kwan Ng

Preprints

Fan S; Xu W; Xie R; Jin S; Ng DWK; Al-Dhahir N, 2024, Deep CSI Compression for Dual-Polarized Massive MIMO Channels with Disentangled Representation Learning, , http://dx.doi.org/10.48550/arxiv.2403.19185

Liu S; Yu X; Gao Z; Xu J; Ng DWK; Cui S, 2024, Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems, , http://dx.doi.org/10.48550/arxiv.2403.11809

Liu H; An J; Ng DWK; Alexandropoulos GC; Gan L, 2024, DRL-Based Orchestration of Multi-User MISO Systems with Stacked Intelligent Metasurfaces, , http://dx.doi.org/10.48550/arxiv.2402.09006

Wang Z; Zhang J; Yi W; Du H; Niyato D; Ai B; Ng DWK, 2024, Analytical Framework for Effective Degrees of Freedom in Near-Field XL-MIMO, , http://dx.doi.org/10.48550/arxiv.2401.15280

Xie X; Wu Y; An J; Ng DWK; Xing C; Zhang W, 2024, Massive Unsourced Random Access for Near-Field Communications, , http://dx.doi.org/10.48550/arxiv.2401.14008

Chen Y; Ren Z; Xu J; Zeng Y; Ng DWK; Cui S, 2024, Integrated Sensing, Communication, and Powering (ISCAP): Towards Multi-functional 6G Wireless Networks, , http://dx.doi.org/10.48550/arxiv.2401.03516

Zhang R; Cheng L; Wang S; Lou Y; Gao Y; Wu W; Ng DWK, 2024, Integrated Sensing and Communication with Massive MIMO: A Unified Tensor Approach for Channel and Target Parameter Estimation, , http://dx.doi.org/10.48550/arxiv.2401.01738

Xu D; Xu Y; Wei Z; Song S; Ng DWK, 2023, Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design, , http://dx.doi.org/10.48550/arxiv.2312.15231

Wu J; Yuan W; Wei Z; Yan J; Ng DWK, 2023, Optimal BER Minimum Precoder Design for OTFS-Based ISAC Systems, , http://dx.doi.org/10.48550/arxiv.2312.11921

Ren Z; Xu J; Qiu L; Ng DWK, 2023, Secure Cell-Free Integrated Sensing and Communication in the Presence of Information and Sensing Eavesdroppers, , http://dx.doi.org/10.48550/arxiv.2312.04355

Zhang P; Zhang J; Xiao H; Zhang X; Ng DWK; Ai B, 2023, Joint Distributed Precoding and Beamforming for RIS-aided Cell-Free Massive MIMO Systems, , http://dx.doi.org/10.48550/arxiv.2311.13139

An J; Yuen C; Xu C; Li H; Ng DWK; Di Renzo M; Debbah M; Hanzo L, 2023, Stacked Intelligent Metasurface-Aided MIMO Transceiver Design, , http://dx.doi.org/10.48550/arxiv.2311.09814

Shi B; Wu Y; Yuan P; Ng DWK; Xia X-G; Zhang W, 2023, Code-Aided Channel Estimation in LDPC-Coded MIMO Systems, , http://dx.doi.org/10.48550/arxiv.2311.07091

Gao Z; Ke M; Mei Y; Qiao L; Chen S; Ng DWK; Poor HV, 2023, Compressive Sensing-Based Grant-Free Massive Access for 6G Massive Communication, , http://dx.doi.org/10.48550/arxiv.2311.06770

Song X; Li X; Qin X; Xu J; Han TX; Ng DWK, 2023, Fully-Passive versus Semi-Passive IRS-Enabled Sensing: SNR and CRB Comparison, , http://dx.doi.org/10.48550/arxiv.2311.06002

Ren Z; Qiu L; Xu J; Ng DWK, 2023, Sensing-Assisted Sparse Channel Recovery for Massive Antenna Systems, , http://dx.doi.org/10.48550/arxiv.2311.05907

Liu S; Yu X; Gao Z; Ng DWK, 2023, DPSS-based Codebook Design for Near-Field XL-MIMO Channel Estimation, , http://dx.doi.org/10.48550/arxiv.2310.18180

Xiao Z; Zeng Y; Wen F; Zhang Z; Ng DWK, 2023, Integrated Sensing and Channel Estimation by Exploiting Dual Timescales for Delay-Doppler Alignment Modulation, , http://dx.doi.org/10.48550/arxiv.2310.11326

Wu Y; Xu D; Ng DWK; Schober R; Gerstacker W, 2023, Globally Optimal Resource Allocation Design for Discrete Phase Shift IRS-Assisted Multiuser Networks with Perfect and Imperfect CSI,

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, , http://dx.doi.org/10.48550/arxiv.2309.00907

Lei H; Zhang J; Xiao H; Zhang X; Ai B; Ng DWK, 2023, Channel Estimation for XL-MIMO Systems with Polar-Domain Multi-Scale Residual Dense Network, , http://dx.doi.org/10.48550/arxiv.2308.16400

Zhou F; Ding R; Wu Q; Ng DWK; Wong K-K; Al-Dhahir N, 2023, A Partially Observable Deep Multi-Agent Active Inference Framework for Resource Allocation in 6G and Beyond Wireless Communications Networks,

Le TA; Ng DWK; Yang X-S, 2023, A Rank-One Optimization Framework and Its Applications to Transmit Beamforming, , http://dx.doi.org/10.48550/arxiv.2308.09389

Thapar S; Mishra D; Ng DWK; Saini R, 2023, Secrecy Outage Probability Analysis for Downlink Untrusted NOMA Under Practical SIC Error, , http://dx.doi.org/10.48550/arxiv.2308.08804

Chen X; Feng B; Wu Y; Ng DWK; Schober R, 2023, Joint Beamforming and Antenna Movement Design for Moveable Antenna Systems Based on Statistical CSI, , http://dx.doi.org/10.48550/arxiv.2308.06720

Xie B; Wu Y; Shi Y; Ng DWK; Zhang W, 2023, Communication-Efficient Framework for Distributed Image Semantic Wireless Transmission, , http://dx.doi.org/10.48550/arxiv.2308.03713

Wu Y; Xu D; Ng DWK; Gerstacker W; Schober R, 2023, Movable Antenna-Enhanced Multiuser Communication: Optimal Discrete Antenna Positioning and Beamforming, , http://dx.doi.org/10.48550/arxiv.2308.02304

Chu Y; Wei Z; Yang Z; Ng DWK, 2023, Channel Estimation for RIS-Aided MIMO Systems: A Partially Decoupled Atomic Norm Minimization Approach, , http://dx.doi.org/10.48550/arxiv.2307.11403

Ren Z; Peng Y; Song X; Fang Y; Qiu L; Liu L; Ng DWK; Xu J, 2023, Fundamental CRB-Rate Tradeoff in Multi-Antenna ISAC Systems with Information Multicasting and Multi-Target Sensing, , http://dx.doi.org/10.48550/arxiv.2307.11337

Qiao L; Liao A; Li Z; Wang H; Gao Z; Gao X; Su Y; Xiao P; You L; Ng DWK, 2023, Sensing User's Activity, Channel, and Location with Near-Field Extra-Large-Scale MIMO, , http://dx.doi.org/10.48550/arxiv.2307.10837

Cheng G; Fang Y; Xu J; Ng DWK, 2023, Optimal Coordinated Transmit Beamforming for Networked Integrated Sensing and Communications, , http://dx.doi.org/10.48550/arxiv.2307.05127

Zou J; Sun S; Masouros C; Cui Y; Liu Y; Ng DWK, 2023, Energy-Efficient Beamforming Design for Integrated Sensing and Communications Systems, , http://dx.doi.org/10.48550/arxiv.2307.04002

Kou W-B; Wang S; Zhu G; Luo B; Chen Y; Ng DWK; Wu Y-C, 2023, Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving, , http://dx.doi.org/10.48550/arxiv.2306.16169

Qiu C; Hua M; Wu Q; Chen W; Ma S; Hou F; Ng DWK; Swindlehurst AL, 2023, Intelligent Reflecting Surface Empowered Self-Interference Cancellation in Full-Duplex Systems, , http://dx.doi.org/10.48550/arxiv.2306.14102

Shi E; Zhang J; Ng DWK; Ai B, 2023, Uplink Performance of RIS-aided Cell-Free Massive MIMO System with Electromagnetic Interference, , http://dx.doi.org/10.48550/arxiv.2306.08278

Zhang S; Xu W; Jin S; You X; Ng DWK; Wang L-C, 2023, Dual-Propagation-Feature Fusion Enhanced Neural CSI Compression for Massive MIMO, , http://dx.doi.org/10.48550/arxiv.2306.06111

Wei Z; Liu F; Liu C; Yang Z; Ng DWK; Schober R, 2023, Integrated Sensing, Navigation, and Communication for Secure UAV Networks with a Mobile Eavesdropper, , http://dx.doi.org/10.48550/arxiv.2305.12842

An J; Xu C; Ng DWK; Alexandropoulos GC; Huang C; Yuen C; Hanzo L, 2023, Stacked Intelligent Metasurfaces for Efficient Holographic MIMO Communications in 6G, , http://dx.doi.org/10.48550/arxiv.2305.08079

Yao J; Xu J; Xu W; Ng DWK; Yuen C; You X, 2023, Robust Beamforming Design for RIS-aided Cell-free Systems with CSI Uncertainties and Capacity-limited Backhaul, , http://dx.doi.org/10.48550/arxiv.2305.05348

An J; Li H; Ng DWK; Yuen C, 2023, Fundamental Detection Probability vs. Achievable Rate Tradeoff in Integrated Sensing and Communication Systems, , http://dx.doi.org/10.48550/arxiv.2305.02847

Xu D; Liu C; Song S; Ng DWK, 2023, Integrated Sensing and Communication in Coordinated Cellular Networks, , http://dx.doi.org/10.48550/arxiv.2305.01213

Liu C; Li S; Yuan W; Liu X; Ng DWK, 2023, Deep Learning-empowered Predictive Precoder Design for OTFS Transmission in URLLC, , http://arxiv.org/abs/2304.10723v1

Hu L; Sun C; Li G; Hu A; Ng DWK, 2023, Reconfigurable Intelligent Surface-aided Secret Key Generation in Multi-Cell Systems, , http://dx.doi.org/10.48550/arxiv.2303.12455

Ke M; Gao Z; Zhou M; Zheng D; Ng DWK; Poor HV, 2023, Next-Generation URLLC with Massive Devices: A Unified Semi-Blind Detection Framework for Sourced and Unsourced Random Access, , http://dx.doi.org/10.48550/arxiv.2303.04414

Gao Y; Wu Q; Chen W; Wu C; Ng DWK; Al-Dhahir N, 2023, Exploiting Intelligent Reflecting Surfaces for Interference Channels with SWIPT, , http://dx.doi.org/10.48550/arxiv.2303.02950

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, , http://dx.doi.org/10.48550/arxiv.2302.12664

He Z; Xu W; Shen H; Ng DWK; Eldar YC; You X, 2023, Integrated sensing and full-duplex communication: Joint transceiver beamforming and power allocation, , http://dx.doi.org/10.48550/arxiv.2302.09469

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, , http://dx.doi.org/10.48550/arxiv.2302.09290

Xu B; Wang Z; Xiao H; Zhang J; Ai B; Ng DWK, 2023, Low-Complexity Precoding for Extremely Large-Scale MIMO Over Non-Stationary Channels, , http://dx.doi.org/10.48550/arxiv.2302.00847

Liu C; Li S; Yuan W; Liu X; Ng DWK, 2022, Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach, , http://arxiv.org/abs/2212.13651v1

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