By Associate Professor Derrick Wing Kwan Ng

Preprints

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

Wang S; Han R; Hong Y; Hao Q; Wen M; Musavian L; Mumtaz S; Ng DWK, 2022, Robotic Wireless Energy Transfer in Dynamic Environments: System Design and Experimental Validation, http://dx.doi.org/10.48550/arxiv.2201.12702

Shi E; Zhang J; Chen S; Zheng J; Zhang Y; Ng DWK; Ai B, 2022, Wireless Energy Transfer in RIS-Aided Cell-Free Massive MIMO Systems: Opportunities and Challenges, http://dx.doi.org/10.48550/arxiv.2201.11302

Gao Z; Wan Z; Zheng D; Tan S; Masouros C; Ng DWK; Chen S, 2022, Integrated Sensing and Communication with mmWave Massive MIMO: A Compressed Sampling Perspective, http://dx.doi.org/10.48550/arxiv.2201.05766

Liu M; Yang M; Li H; Zeng K; Zhang Z; Cheng X; Nallanathan A; Ng DWK; Wang G, 2022, Performance Analysis and Power Allocation of Joint Communication and Sensing Towards Future Communication Networks, http://dx.doi.org/10.48550/arxiv.2201.02972

Qiao L; Zhang J; Gao Z; Zheng D; Hossain MJ; Gao Y; Ng DWK; Di Renzo M, 2021, Joint Activity and Blind Information Detection for UAV-Assisted Massive IoT Access, http://dx.doi.org/10.48550/arxiv.2112.14209

Che J; Zhang Z; Yang Z; Chen X; Zhong C; Ng DWK, 2021, Unsourced Random Massive Access with Beam-Space Tree Decoding, http://dx.doi.org/10.48550/arxiv.2112.14024

Niu H; Chu Z; Zhou F; Pan C; Ng DWK; Nguyen HX, 2021, Double Intelligent Reflecting Surface-assisted Multi-User MIMO mmWave Systems with Hybrid Precoding, http://dx.doi.org/10.48550/arxiv.2111.13518

Zhang J; Zhang J; Ng DWK; Jin S; Ai B, 2021, Improving Sum-Rate of Cell-Free Massive MIMO with Expanded Compute-and-Forward, http://dx.doi.org/10.48550/arxiv.2111.10717

Li S; Wei Z; Yuan W; Yuan J; Bai B; Ng DWK; Hanzo L, 2021, Faster-than-Nyquist Asynchronous NOMA Outperforms Synchronous NOMA, http://arxiv.org/abs/2111.08258v2

Hu S; Liu C; Wei Z; Cai Y; Ng DWK; Yuan J, 2021, Beamforming Design for Intelligent Reflecting Surface-Enhanced Symbiotic Radio Systems, http://dx.doi.org/10.48550/arxiv.2110.10316

Back to profile page