By Associate Professor Derrick Wing Kwan Ng

Preprints

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

Luong NC; Pham Q-V; Huynh-The T; Nguyen V-D; Ng DWK; Chatzinotas S, 2022, Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Design, , http://dx.doi.org/10.48550/arxiv.2212.06463

Li Z; Wang S; Zhang S; Wen M; Ye K; Wu Y-C; Ng DWK, 2022, Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty, , http://dx.doi.org/10.48550/arxiv.2212.06459

Zheng J; Zhang J; Cheng J; Leung VCM; Ng DWK; Ai B, 2022, Asynchronous Cell-Free Massive MIMO With Rate-Splitting, , http://dx.doi.org/10.48550/arxiv.2212.02811

Zhang J; Zhang J; Ng DWK; Ai B, 2022, Federated Learning-Based Cell-Free Massive MIMO System for Privacy-Preserving, , http://dx.doi.org/10.48550/arxiv.2211.16945

Sang X; Gui L; Ying K; Diao X; Ng DWK, 2022, Integrated Communication and Positioning Design in RIS-empowered OFDM System: a Correlation Dispersion Scheme, , http://dx.doi.org/10.48550/arxiv.2212.00241

Liu C; Liu X; Wei Z; Ng DWK; Schober R, 2022, Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach, , http://arxiv.org/abs/2211.12644v1

Chen Y; Hua H; Xu J; Ng DWK, 2022, ISAC Meets SWIPT: Multi-functional Wireless Systems Integrating Sensing, Communication, and Powering, , http://dx.doi.org/10.48550/arxiv.2211.10605

An J; Xu C; Wu Q; Ng DWK; Di Renzo M; Yuen C; Hanzo L, 2022, Codebook-Based Solutions for Reconfigurable Intelligent Surfaces and Their Open Challenges, , http://dx.doi.org/10.48550/arxiv.2211.05976

Hu L; Li G; Qian X; Hu A; Ng DWK, 2022, Reconfigurable Intelligent Surface-Assisted Secret Key Generation in Spatially Correlated Channels, , http://dx.doi.org/10.48550/arxiv.2211.03132

He Z; Xu W; Shen H; Ng DWK; Eldar YC; You X, 2022, Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization, , http://dx.doi.org/10.48550/arxiv.2211.00229

Xu D; Khalili A; Yu X; Ng DWK; Schober R, 2022, Integrated Sensing and Communication in Distributed Antenna Networks, , http://dx.doi.org/10.48550/arxiv.2210.14880

Shi E; Zhang J; Zhang J; Ng DWK; Ai B, 2022, Decentralized Coordinated Precoding Design in Cell-Free Massive MIMO Systems for URLLC, , http://dx.doi.org/10.48550/arxiv.2209.14504

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, , http://dx.doi.org/10.48550/arxiv.2209.13845

Liu C; Liu X; Li S; Yuan W; Ng DWK, 2022, Deep CLSTM for Predictive Beamforming in Integrated Sensing and Communication-enabled Vehicular Networks, , http://arxiv.org/abs/2209.12368v1

Gao Z; Zhou X; Zhao J; Li J; Zhu C; Hu C; Xiao P; Chatzinotas S; Ng DWK; Ottersten B, 2022, Grant-Free NOMA-OTFS Paradigm: Enabling Efficient Ubiquitous Access for LEO Satellite Internet-of-Things, , http://dx.doi.org/10.48550/arxiv.2209.12159

Wu M; Gao Z; Huang Y; Xiao Z; Ng DWK; Zhang Z, 2022, Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hertz Massive MIMO, , http://dx.doi.org/10.48550/arxiv.2209.08456

Mukherjee A; Kumar V; Ng DWK; Tran L-N, 2022, On the Energy-Efficiency Maximization for IRS-Assisted MIMOME Wiretap Channels, , http://dx.doi.org/10.48550/arxiv.2209.00581

Gao Y; Wu Q; Chen W; Ng DWK, 2022, Rate-Splitting Multiple Access for Intelligent Reflecting Surface-Aided Secure Transmission, , http://dx.doi.org/10.48550/arxiv.2208.09818

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, , http://dx.doi.org/10.48550/arxiv.2208.07592

Xie R; Xu W; Yu J; Hu A; Ng DWK; Swindlehurst AL, 2022, Disentangled Representation Learning for RF Fingerprint Extraction under Unknown Channel Statistics, , http://dx.doi.org/10.48550/arxiv.2208.02724

Cao C; Feng B; Wu Y; Ng DWK; Zhang W, 2022, Linear MIMO Precoders Design for Finite Alphabet Inputs via Model-Free Training, , http://dx.doi.org/10.48550/arxiv.2208.02466

Ren Z; Qiu L; Xu J; Ng DWK, 2022, Robust Transmit Beamforming for Secure Integrated Sensing and Communication, , http://dx.doi.org/10.48550/arxiv.2207.13863

Hu L; Li G; Qian X; Ng DWK; Hu A, 2022, Joint Transmit and Reflective Beamforming for RIS-assisted Secret Key Generation, , http://dx.doi.org/10.48550/arxiv.2207.11752

Shen L; Wu Y; Ng DWK; Zhang W; Xia X-G, 2022, Symbol-wise Puncturing for HARQ Integration with Probabilistic Amplitude Shaping, , http://dx.doi.org/10.48550/arxiv.2207.11522

Li X; Zhang J; Wang Z; Ai B; Ng DWK, 2022, Cell-Free Massive MIMO with Multi-Antenna Users over Weichselberger Rician Channels, , http://dx.doi.org/10.48550/arxiv.2207.10891

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, , http://dx.doi.org/10.48550/arxiv.2207.03634

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, , http://dx.doi.org/10.48550/arxiv.2206.13307

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, , http://dx.doi.org/10.48550/arxiv.2206.05872

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, , http://dx.doi.org/10.48550/arxiv.2206.05427

Nguyen TN; Tran D-H; Van Chien T; Phan V-D; Voznak M; Tin PT; Chatzinotas S; Ng DWK; Poor HV, 2022, Security-Reliability Trade-Off Analysis for SWIPT- and AF-Based IoT Networks with Friendly Jammers, , http://dx.doi.org/10.48550/arxiv.2206.04428

Wang S; Li C; Ng DWK; Eldar YC; Poor HV; Hao Q; Xu C, 2022, Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification, , http://dx.doi.org/10.48550/arxiv.2206.01748

Xu W; Yang Z; Ng DWK; Levorato M; Eldar YC; Debbah M, 2022, Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing, , http://dx.doi.org/10.48550/arxiv.2206.00422

Hu S; Ng DWK; Yuan J, 2022, Secure Communication in Multifunctional Active Intelligent Reflection Surface-assisted Systems, , http://dx.doi.org/10.48550/arxiv.2205.02512

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, , http://dx.doi.org/10.48550/arxiv.2204.11567

Gao Y; Wu Q; Zhang G; Chen W; Ng DWK; Di Renzo M, 2022, Beamforming Optimization for Active Intelligent Reflecting Surface-Aided SWIPT, , http://dx.doi.org/10.48550/arxiv.2203.16093

Cui Y; Liu F; Yuan W; Mu J; Jing X; Ng DWK, 2022, Optimal Precoding Design for Monostatic ISAC Systems: MSE Lower Bound and DoF Completion, , http://dx.doi.org/10.48550/arxiv.2203.06409

Zhang S; Xu J; Xu W; NingWang ; Ng DWK; You X, 2022, Data Augmentation Empowered Neural Precoding for Multiuser MIMO with MMSE Model, , http://dx.doi.org/10.48550/arxiv.2203.02196

Tian F; Chen X; Liu L; Ng DWK, 2022, Massive Unsourced Random Access over Rician Fading Channels: Design, Analysis, and Optimization, , http://dx.doi.org/10.48550/arxiv.2202.13316

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, , http://arxiv.org/abs/2202.03811v1

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