Compiled from Google Scholar. Full list.
- X. Liu, J. Zuo, X. Zhu, Y. Jiang, V. K. N. Lau, “Composite Dispatching Cost Based Time-Sensitive Frame Aggregation Scheduling for Multi-Queue Wireless Communications,” IEEE Internet of Things Journal, 2026.
- J. Zhuang, H. Hou, M. Tang, W. Wang, S. Jin, V. K. N. Lau, “DMRS-Based Uplink Channel Estimation for MU-MIMO Systems with Location-Specific SCSI Acquisition,” IEEE Trans. Communications, 2026.
- J. Li, V. Lau, “Accelerated Decentralized Constraint-Coupled Optimization: A Dual² Approach,” IEEE Trans. Signal Processing, 2026.
- W. Zhang, B. Zhang, D. Yuan, S. Xu, V. K. N. Lau, “Distributed Online Stochastic Convex-Concave Optimization: Dynamic Regret Analyses under Single and Multiple Consensus Steps,” IEEE Trans. Signal Processing, 2026.
- N. K. Jha, H. Guo, V. K. N. Lau, “Reducing CSIR Sounding Overhead in MIMO-OFDM System via Bayesian End-to-End Learning with Delay-Domain Sparse Precoding,” IEEE Trans. Signal Processing, 2026.
- Y. Gao, D. H. K. Tsang, V. K. N. Lau, “Bayesian End-to-End Learning for FDD-Massive MIMO Physical-Layer Design,” IEEE Trans. Signal Processing, 2026.
- M. Tang, S. Cai, V. K. N. Lau, “Temperature Control for Cyber-Physical Thermal Systems over Wireless Networks: A Model-Assisted Deep Reinforcement Learning Approach,” IEEE Trans. Signal Processing, 2026.
- Y. Zhang, H. Guo, V. K. N. Lau, “A Novel Pilot Scheme for Uplink Channel Estimation for Sub-Array Structured ELAA in XL-MIMO Systems,” IEEE Trans. Signal Processing, 2026.
- H. Guo, J. Rao, A. M. H. Wong, R. Murch, V. K. N. Lau, “Channel Estimation and Passive Beamforming for Pixel-Based Reconfigurable Intelligent Surfaces With Non-Separable State Response,” IEEE Trans. Wireless Communications, 2026.
- H. Guo, Y. Zhu, H. Ma, V. K. N. Lau, K. Huang, “TREE: Token-Responsive Energy Efficiency Framework For Green AI-Integrated 6G Networks,” IEEE Wireless Communications, 2026.
- Y. Yue, Z. Shi, V. K. N. Lau, G. Liao, “Conjugate Augmented Covariance Fitting-Based Parameter Estimation for Sparse Polarimetric Array,” IEEE Trans. Aerospace and Electronic Systems, 2025.
- Y. Zhang, X. Zhu, Y. Liu, X. Fan, Y. L. Guan, M. L. D. Wong, V. K. N. Lau, “Block Sparse Vector Codes for Ultra-Reliable and Low-Latency Short-Packet Transmission,” IEEE Trans. Communications, 2025.
- M. Tang, V. K. N. Lau, “Online Non-Cooperative Zero-Sum Games for Linear Systems over Wireless MIMO Fading Channels with Uncountable State Space,” IEEE Trans. Control of Network Systems, 2025.
- W. Hou, X. Zhu, Z. Wei, Z. Dong, J. Cao, Y. Jiang, V. K. N. Lau, “Trajectory-Driven Beamforming Optimization: A Unified Framework for Mobile ISAC Agents,” IEEE Trans. Network Science and Engineering, 2025.
- Y. Yuan, D. H. K. Tsang, V. K. N. Lau, “Step Size Adaptation for Accelerated Stochastic Momentum Algorithm Using SDE Modeling and Lyapunov Drift Minimization,” IEEE Trans. Signal Processing, 2025.
- S. Wang, H. Guo, X. Zhu, C. Yin, V. K. N. Lau, “Communication-Efficient Distributed Bayesian Federated Learning Over Arbitrary Graphs,” IEEE Trans. Signal Processing, 2025.
- N. K. Jha, H. Guo, V. K. N. Lau, “Robust In-Memory Computation With Bayesian Analog Error Mitigating Codes,” IEEE Trans. Signal Processing, 2025.
- Z. Guo, X. Zhu, Z. Wei, J. Cao, Y. Jiang, V. K. N. Lau, S. Sun, “QoS-Aware Joint Massive Random Access Control and Resource Allocation with Colliding Preamble Reuse for Prioritized IoT,” IEEE Trans. Vehicular Technology, 2025.
- Z. Dong, X. Zhu, J. Cao, C. K. Tham, Z. Yang, V. K. N. Lau, “Federated Learning Over Device-Centric Cell-Free Networks: A Long-Term Perspective,” IEEE Trans. Wireless Communications, 2025.
- Y. Zhang, X. Zhu, Y. Liu, Y. L. Guan, G. D. González, V. K. N. Lau, “Basis Expansion Extrapolation Based Long-Term Channel Prediction for Massive MIMO OTFS Systems,” IEEE Trans. Wireless Communications, 2025.
- Y. Bi, V. K. N. Lau, D. H. K. Tsang, “Model-Driven Bayesian Reinforcement Learning for IRS-Assisted Massive MIMO-OFDM Channel Feedback, Beamforming, and IRS Control,” IEEE Trans. Wireless Communications, 2025.
- Z. Chen, F. Wang, G. Han, X. Wang, V. K. N. Lau, “Robust Beamforming Design for Secure Near-Field ISAC Systems,” IEEE Wireless Communications Letters, 2025.
- Y. Lin, F. Wang, X. Zhang, G. Han, V. K. N. Lau, “Joint Mode Selection and Beamforming Designs for Hybrid-RIS Assisted ISAC Systems,” IEEE Wireless Communications Letters, 2025.
- Y. Yuan, D. H. K. Tsang, V. K. N. Lau, “Combining Conjugate Gradient and Momentum for Unconstrained Stochastic Optimization with Applications to Machine Learning,” IEEE Internet of Things Journal, 2024.
- B. Wang, Y. Teng, Y. Zhao, Y. Yu, V. K. N. Lau, “CRissNet: An Efficient and Lightweight Network for CSI Feedback in Massive MIMO Systems,” IEEE Trans. Cognitive Communications and Networking, 2024.
- W. Xu, A. Liu, Y. Zhang, V. Lau, “Bayesian Deep Learning via Expectation Maximization and Turbo Deep Approximate Message Passing,” IEEE Trans. Signal Processing, 2024.
- H. Guo, V. K. N. Lau, “Bayesian Hierarchical Sparse Autoencoder for Massive MIMO CSI Feedback,” IEEE Trans. Signal Processing, 2024.
- H. Zhu, Y. Liu, Y. C. Wu, V. K. N. Lau, “A Unified Framework for STAR-RIS Coefficients Optimization,” IEEE Trans. Signal Processing, 2024.
- C. Xia, H. Guo, H. Ma, D. H. K. Tsang, V. K. N. Lau, “Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach,” IEEE Trans. Signal Processing, 2024.
- Y. Zhao, K. Zheng, Y. Teng, A. Liu, V. K. N. Lau, “Spatial Information Aided Joint UL/DL Channel Tracking for Massive MIMO System in HST Environment,” IEEE Trans. Vehicular Technology, 2024.
- C. Liao, F. Wang, G. Han, Y. Huang, V. K. N. Lau, “Beamforming Design for Hybrid Active-Passive RIS Assisted Integrated Sensing and Communications,” IEEE Communications Letters, 2023.
- L. Su, V. K. N. Lau, “Accelerated Federated Learning Over Wireless Fading Channels with Adaptive Stochastic Momentum,” IEEE Internet of Things Journal, 2023.
- M. Tang, V. K. N. Lau, “Online Identification and Temperature Tracking Control for Furnace System With a Single Slab and a Single Heater Over the Wirelessly Connected IoT Controller,” IEEE Internet of Things Journal, 2023.
- F. Wang, S. Cai, V. K. N. Lau, “Sequential Offloading for Distributed DNN Computation in Multiuser MEC Systems,” IEEE Internet of Things Journal, 2023.
- H. Guo, V. K. N. Lau, “Robust Deep Learning for Uplink Channel Estimation in Cellular Network Under Inter-Cell Interference,” IEEE Journal on Selected Areas in Communications, 2023.
- X. Liu, X. Zhu, Y. Jiang, J. Cao, S. Sun, V. K. N. Lau, “Independent Encoding Versus Joint Encoding: Short Frame Structure Optimization for Heterogeneous URLLC Systems,” IEEE Trans. Communications, 2023.
- T. Su, H. Li, Y. Jiang, X. Zhu, X. Liu, S. Sun, V. K. N. Lau, “Phase Rotation Based Precoding for MISO OWC Systems with Highly Correlated Channels,” IEEE Trans. Communications, 2023.
- C. Liao, F. Wang, V. K. N. Lau, “Optimized Design for IRS-Assisted Integrated Sensing and Communication Systems in Clutter Environments,” IEEE Trans. Communications, 2023.
- Y. Wang, W. Wang, V. K. N. Lau, T. Nakachi, Z. Zhang, “Stochastic Resource Allocation and Delay Analysis for Mobile Edge Computing Systems,” IEEE Trans. Communications, 2023.
- N. K. Jha, H. Guo, V. K. N. Lau, “Analog Product Coding for Over-the-Air Aggregation Over Burst-Sparse Interference Multiple-Access Channels,” IEEE Trans. Signal Processing, 2023.
- Y. Xue, V. Lau, “Riemannian Low-Rank Model Compression for Federated Learning with Over-the-Air Aggregation,” IEEE Trans. Signal Processing, 2023.
- C. Xia, D. H. K. Tsang, V. K. N. Lau, “Structured Bayesian Compression for Deep Neural Networks Based on the Turbo-VBI Approach,” IEEE Trans. Signal Processing, 2023.
- J. Jiang, L. Lian, T. Yu, Q. Shi, S. Zhang, X. Chen, V. K. N. Lau, “A Novel Dual-Driven Channel Estimation Scheme for Spatially Non-Stationary Fading Environments,” IEEE Trans. Wireless Communications, 2023.
- Y. Li, Y. Cui, V. Lau, “GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing Systems,” IEEE Trans. Wireless Communications, 2023.
- Y. Zhao, Y. Teng, A. Liu, X. Wang, V. K. N. Lau, “Joint UL/DL Dictionary Learning and Channel Estimation via Two-Timescale Optimization in Massive MIMO Systems,” IEEE Trans. Wireless Communications, 2023.
- N. K. Jha, V. K. N. Lau, “Temporally Correlated Compressed Sensing Using Generative Models for Channel Estimation in Unmanned Aerial Vehicles,” IEEE Trans. Wireless Communications, 2023.
- Y. Zhang, X. Zhu, Y. Liu, Y. Jiang, Y. L. Guan, D. González, V. K. N. Lau, “A Cross-Domain Iterative OTFS Receiver for Sparse Doubly Selective Channels,” IEEE Wireless Communications Letters, 2023.
- Y. Zhang, X. Zhu, Y. Liu, Y. Jiang, Y. L. Guan, D. González, V. K. N. Lau, “Sparse Superimposed Vector Transmission for Short-Packet High-Mobility Communication,” IEEE Wireless Communications Letters, 2023.
- S. M. Shah, L. Su, V. K. N. Lau, “Robust Federated Learning over Noisy Fading Channels,” IEEE Internet of Things Journal, 2022.
- H. Ma, H. Guo, V. K. N. Lau, “Communication-Efficient Federated Multitask Learning over Wireless Networks,” IEEE Internet of Things Journal, 2022.
- Y. Xue, L. Su, V. K. N. Lau, “FedOComp: Two-Timescale Online Gradient Compression for Over-the-Air Federated Learning,” IEEE Internet of Things Journal, 2022.
- L. Su, V. K. N. Lau, “Decentralized Sensor Scheduling, Bandwidth Allocation, and Dynamic Quantization for FL Under Hybrid Data Partitioning,” IEEE Internet of Things Journal, 2022.
- M. Tang, S. Cai, V. K. N. Lau, “Online System Identification and Optimal Control for Mission-Critical IoT Systems over MIMO Fading Channels,” IEEE Internet of Things Journal, 2022.
- F. Wang, V. K. N. Lau, “Dynamic RAT Selection and Transceiver Optimization for Mobile-Edge Computing over Multi-RAT Heterogeneous Networks,” IEEE Internet of Things Journal, 2022.
- F. Wang, S. Cai, V. K. N. Lau, “Decentralized DNN Task Partitioning and Offloading Control in MEC Systems with Energy Harvesting Devices,” IEEE Journal of Selected Topics in Signal Processing, 2022.
- M. Tang, S. Cai, V. K. N. Lau, “Online System Identification and Control for Linear Systems with Multiagent Controllers over Wireless Interference Channels,” IEEE Trans. Automatic Control, 2022.
- S. Cai, V. K. N. Lau, “Online Optimal State Feedback Control of Linear Systems over Wireless MIMO Fading Channels,” IEEE Trans. Automatic Control, 2022.
- X. Liu, X. Zhu, Y. Jiang, J. Cao, S. Sun, V. K. N. Lau, “Independent Encoding Versus Joint Encoding: Short Frame Structure Optimization for Heterogeneous URLLC Systems,” IEEE Trans. Communications, 2022.
- J. Cao, X. Zhu, S. Sun, Y. Jiang, Z. Wei, V. K. N. Lau, “Multiplexing or Diversity: AoI-Oriented Short-Packet Transmission over Fading Channels,” IEEE Trans. Communications, 2022.
- M. Tang, V. K. N. Lau, “Decentralized Event-Triggered Scheduling and Control for Multiagent Linear Systems over Wireless Interference Channels,” IEEE Trans. Control of Network Systems, 2022.
- S. Chai, V. K. N. Lau, “Mixed-Timescale Request-Driven User Association, Trajectory and Radio Resource Control for Cache-Enabled Multi-UAV Networks,” IEEE Trans. Signal Processing, 2022.
- H. Guo, V. K. N. Lau, “Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems,” IEEE Trans. Signal Processing, 2022.
- X. Zheng, V. Lau, “Federated Online Deep Learning for CSIT and CSIR Estimation of FDD Multi-User Massive MIMO Systems,” IEEE Trans. Signal Processing, 2022.
- M. Tang, S. Cai, V. K. N. Lau, “Radix-Partition-Based Over-the-Air Aggregation and Low-Complexity State Estimation for IoT Systems over Wireless Fading Channels,” IEEE Trans. Signal Processing, 2022.
- Y. Zhang, X. Zhu, Y. Liu, Y. Jiang, Y. L. Guan, V. K. N. Lau, “Hierarchical BEM Based Channel Estimation with Very Low Pilot Overhead for High Mobility MIMO-OFDM Systems,” IEEE Trans. Vehicular Technology, 2022.
- Y. Li, Y. Cui, V. Lau, “An Optimization Framework for Federated Edge Learning,” IEEE Trans. Wireless Communications, 2022.
- F. Wang, J. Xu, V. K. N. Lau, S. Cui, “Amplify-and-Forward Relaying for Hierarchical Over-the-Air Computation,” IEEE Trans. Wireless Communications, 2022.
- M. Chu, A. Liu, V. K. N. Lau, C. Jiang, T. Yang, “Deep Reinforcement Learning Based End-to-End Multiuser Channel Prediction and Beamforming,” IEEE Trans. Wireless Communications, 2022.
- F. Wang, V. K. N. Lau, “Multi-Level Over-the-Air Aggregation of Mobile Edge Computing over D2D Wireless Networks,” IEEE Trans. Wireless Communications, 2022.
- Z. Zhang, G. Zhu, R. Wang, V. K. N. Lau, K. Huang, “Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis,” IEEE Trans. Wireless Communications, 2022.
- Y. Teng, Y. Zhao, M. Wei, A. Liu, V. K. N. Lau, “Sparse Hybrid Precoding for Power Minimization with an Adaptive Antenna Structure in Massive MIMO Systems,” IEEE Trans. Wireless Communications, 2022.
- F. Han, V. K. N. Lau, Y. Gong, “Over-the-Air Computation of Large-Scale Nomographic Functions in MapReduce over the Edge Cloud Network,” IEEE Internet of Things Journal, 2021.
- N. K. Jha, V. K. N. Lau, “Transformer-Based Online Bayesian Neural Networks for Grant-Free Uplink Access in CRAN with Streaming Variational Inference,” IEEE Internet of Things Journal, 2021.
- L. Su, V. K. N. Lau, “Data and Channel-Adaptive Sensor Scheduling for Federated Edge Learning via Over-the-Air Gradient Aggregation,” IEEE Internet of Things Journal, 2021.
- M. Chu, A. Liu, J. Chen, V. K. N. Lau, S. Cui, “A Stochastic Geometry Analysis for Energy-Harvesting-Based Device-to-Device Communication,” IEEE Internet of Things Journal, 2021.
- X. Zheng, V. K. N. Lau, “Simultaneous Learning and Inferencing of DNN-Based mmWave Massive MIMO Channel Estimation in IoT Systems with Unknown Nonlinear Distortion,” IEEE Internet of Things Journal, 2021.
- M. Tang, S. Cai, V. K. N. Lau, “Over-the-Air Aggregation with Multiple Shared Channels and Graph-Based State Estimation for Industrial IoT Systems,” IEEE Internet of Things Journal, 2021.
- S. Cai, V. K. N. Lau, “RNN-Based Learning of Nonlinear Dynamic System Using Wireless IIoT Networks,” IEEE Internet of Things Journal, 2021.
- L. Su, V. K. N. Lau, “Hierarchical Federated Learning for Hybrid Data Partitioning Across Multitype Sensors,” IEEE Internet of Things Journal, 2021.
- S. Chai, V. K. N. Lau, “Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks with Energy and Content Recharging-Demand Driven Deep Learning Approach,” IEEE Journal on Selected Areas in Communications, 2021.
- N. K. Jha, V. K. N. Lau, “Online Downlink Multi-User Channel Estimation for mmWave Systems Using Bayesian Neural Network,” IEEE Journal on Selected Areas in Communications, 2021.
- Q. Shi, Y. Liu, S. Zhang, S. Xu, V. K. N. Lau, “A Unified Channel Estimation Framework for Stationary and Non-Stationary Fading Environments,” IEEE Trans. Communications, 2021.
- S. M. Shah, V. K. N. Lau, “Model Compression for Communication Efficient Federated Learning,” IEEE Trans. Neural Networks and Learning Systems, 2021.
- Y. Xue, V. K. N. Lau, “Online Orthogonal Dictionary Learning Based on Frank-Wolfe Method,” IEEE Trans. Neural Networks and Learning Systems, 2021.
- S. Cai, V. K. N. Lau, “Remote State Estimation of Nonlinear Systems over Fading Channels via Recurrent Neural Networks,” IEEE Trans. Neural Networks and Learning Systems, 2021.
- Y. Zhu, H. Guo, V. K. N. Lau, “Bayesian Channel Estimation in Multi-User Massive MIMO with Extremely Large Antenna Array,” IEEE Trans. Signal Processing, 2021.
- Y. Xue, V. K. N. Lau, S. Cai, “Efficient Sparse Coding Using Hierarchical Riemannian Pursuit,” IEEE Trans. Signal Processing, 2021.
- X. Zheng, V. K. N. Lau, “Online Deep Neural Networks for mmWave Massive MIMO Channel Estimation with Arbitrary Array Geometry,” IEEE Trans. Signal Processing, 2021.
- Z. Lin, X. Li, V. K. N. Lau, Y. Gong, K. Huang, “Deploying Federated Learning in Large-Scale Cellular Networks: Spatial Convergence Analysis,” IEEE Trans. Wireless Communications, 2021.
- Y. Teng, L. Jia, A. Liu, V. K. N. Lau, “A Hybrid Pilot Beamforming and Channel Tracking Scheme for Massive MIMO Systems,” IEEE Trans. Wireless Communications, 2021.
- H. Guo, A. Liu, V. K. N. Lau, “Analog Gradient Aggregation for Federated Learning over Wireless Networks: Customized Design and Convergence Analysis,” IEEE Internet of Things Journal, 2020.
- M. Tang, S. Cai, V. K. N. Lau, “Remote State Estimation with Asynchronous Mission-Critical IoT Sensors,” IEEE Journal on Selected Areas in Communications, 2020.
- V. K. N. Lau, S. Cai, M. Yu, “Decentralized State-Driven Multiple Access and Information Fusion of Mission-Critical IoT Sensors for 5G Wireless Networks,” IEEE Journal on Selected Areas in Communications, 2020.
- B. Zhou, A. Liu, V. Lau, J. Wen, S. Mumtaz, A. K. Bashir, S. H. Ahmed, “Performance Limits of Visible Light-Based Positioning for Internet-of-Vehicles: Time-Domain Localization Cooperation Gain,” IEEE Trans. Intelligent Transportation Systems, 2020.
- L. Lian, V. K. N. Lau, “Configuration Optimization and Channel Estimation in Hybrid Beamforming mmWave Systems with Channel Support Side Information,” IEEE Trans. Signal Processing, 2020.
- S. Gong, C. Xing, V. K. N. Lau, S. Chen, L. Hanzo, “Majorization-Minimization Aided Hybrid Transceivers for MIMO Interference Channels,” IEEE Trans. Signal Processing, 2020.
- X. Zheng, A. Liu, V. Lau, “Joint Channel and Location Estimation of Massive MIMO System with Phase Noise,” IEEE Trans. Signal Processing, 2020.
- S. Chai, V. K. N. Lau, “Online Trajectory and Radio Resource Optimization of Cache-Enabled UAV Wireless Networks with Content and Energy Recharging,” IEEE Trans. Signal Processing, 2020.
- A. Liu, L. Lian, V. Lau, G. Liu, M. J. Zhao, “Cloud-Assisted Cooperative Localization for Vehicle Platoons: A Turbo Approach,” IEEE Trans. Signal Processing, 2020.
- Y. Xue, Y. Shen, V. K. N. Lau, J. Zhang, K. B. Letaief, “Blind Data Detection in Massive MIMO via L3-Norm Maximization over the Stiefel Manifold,” IEEE Trans. Wireless Communications, 2020.
- B. Zhou, A. Liu, V. Lau, “Visible Light-Based User Position, Orientation and Channel Estimation Using Self-Adaptive Location-Domain Grid Sampling,” IEEE Trans. Wireless Communications, 2020.
- A. Liu, G. Liu, L. Lian, V. K. N. Lau, M. J. Zhao, “Robust Recovery of Structured Sparse Signals with Uncertain Sensing Matrix: A Turbo-VBI Approach,” IEEE Trans. Wireless Communications, 2020.
- S. Cai, V. K. N. Lau, “Cloud-Assisted Stabilization of Large-Scale Multiagent Systems by Over-the-Air-Fusion of IoT Sensors,” IEEE Internet of Things Journal, 2019.
- B. Zhou, V. Lau, X. Wang, “Machine-Learning-Based Leakage-Event Identification for Smart Water Supply Systems,” IEEE Internet of Things Journal, 2019.
- S. Cai, V. K. N. Lau, “MSE Tail Analysis for Remote State Estimation of Linear Systems over Multiantenna Random Access Channels,” IEEE Trans. Automatic Control, 2019.
- S. Cai, V. K. N. Lau, “A Stability Analysis Framework for Multiantenna Multisensor Cyber-Physical Systems with Rank-Deficient Measurement Matrices,” IEEE Trans. Control of Network Systems, 2019.
- X. Chen, A. Liu, Y. Cai, V. K. N. Lau, M. J. Zhao, “Randomized Two-Timescale Hybrid Precoding for Downlink Multicell Massive MIMO Systems,” IEEE Trans. Signal Processing, 2019.
- A. Liu, V. K. N. Lau, B. Kananian, “Stochastic Successive Convex Approximation for Non-Convex Constrained Stochastic Optimization,” IEEE Trans. Signal Processing, 2019.
- S. Chai, V. K. N. Lau, “Joint Rate and Power Optimization for Multimedia Streaming in Wireless Fading Channels via Parametric Policy Gradient,” IEEE Trans. Signal Processing, 2019.
- A. Liu, X. Chen, W. Yu, V. K. N. Lau, M. J. Zhao, “Two-Timescale Hybrid Compression and Forward for Massive MIMO Aided C-RAN,” IEEE Trans. Signal Processing, 2019.
- L. Lian, A. Liu, V. K. N. Lau, “Exploiting Dynamic Sparsity for Downlink FDD-Massive MIMO Channel Tracking,” IEEE Trans. Signal Processing, 2019.
- B. Zhou, A. Liu, V. Lau, “Successive Localization and Beamforming in 5G mmWave MIMO Communication Systems,” IEEE Trans. Signal Processing, 2019.
- M. Yu, S. Cai, V. K. N. Lau, “Event-Driven Sensor Scheduling for Mission-Critical Control Applications,” IEEE Trans. Signal Processing, 2019.
- L. Lian, A. Liu, V. K. N. Lau, “User Location Tracking in Massive MIMO Systems via Dynamic Variational Bayesian Inference,” IEEE Trans. Signal Processing, 2019.
- B. Zhou, A. Liu, V. Lau, “Performance Limits of Visible Light-Based User Position and Orientation Estimation Using Received Signal Strength Under NLOS Propagation,” IEEE Trans. Wireless Communications, 2019.
- B. Zhou, A. Liu, V. Lau, “Joint User Location and Orientation Estimation for Visible Light Communication Systems with Unknown Power Emission,” IEEE Trans. Wireless Communications, 2019.
- Y. Teng, L. Jia, A. Liu, V. K. N. Lau, “Joint Estimation of Channel and I/Q Imbalance in Massive MIMO: A Two-Timescale Optimization Approach,” IEEE Trans. Wireless Communications, 2019.
- X. Meng, W. Wang, Y. Wang, V. K. N. Lau, Z. Zhang, “Closed-Form Delay-Optimal Computation Offloading in Mobile Edge Computing Systems,” IEEE Trans. Wireless Communications, 2019.
- A. Liu, V. K. N. Lau, “Optimization of Multi-UAV-Aided Wireless Networking over a Ray-Tracing Channel Model,” IEEE Trans. Wireless Communications, 2019.
- A. Liu, V. K. N. Lau, M. L. Honig, “Compressive RF Training for Massive MIMO with Channel Support Side Information,” IEEE Trans. Wireless Communications, 2019.
- A. Liu, V. K. N. Lau, W. Ding, E. Yeh, “Mixed-Timescale Online PHY Caching for Dual-Mode MIMO Cooperative Networks,” IEEE Trans. Wireless Communications, 2019.
- B. Zhou, A. Liu, X. Wang, Y. She, V. Lau, “Compressive Sensing-Based Multiple-Leak Identification for Smart Water Supply Systems,” IEEE Internet of Things Journal, 2018.
- A. Liu, V. K. N. Lau, M. J. Zhao, “Stochastic Successive Convex Optimization for Two-Timescale Hybrid Precoding in Massive MIMO,” IEEE Journal of Selected Topics in Signal Processing, 2018.
- Y. Teng, M. Wei, A. Liu, V. Lau, Y. Zhang, “Mixed-Timescale Per-Group Hybrid Precoding for Multiuser Massive MIMO Systems,” IEEE Signal Processing Letters, 2018.
- A. Liu, V. K. N. Lau, G. Caire, “Cache-Induced Hierarchical Cooperation in Wireless Device-to-Device Caching Networks,” IEEE Trans. Information Theory, 2018.
- X. Ge, S. Tu, G. Mao, V. K. N. Lau, L. Pan, “Cost Efficiency Optimization of 5G Wireless Backhaul Networks,” IEEE Trans. Mobile Computing, 2018.
- J. Dai, A. Liu, V. K. N. Lau, “Joint Channel Estimation and User Grouping for Massive MIMO Systems,” IEEE Trans. Signal Processing, 2018.
- A. Liu, V. K. N. Lau, M. J. Zhao, “Online Successive Convex Approximation for Two-Stage Stochastic Nonconvex Optimization,” IEEE Trans. Signal Processing, 2018.
- A. Liu, L. Lian, V. K. N. Lau, X. Yuan, “Downlink Channel Estimation in Multiuser Massive MIMO with Hidden Markovian Sparsity,” IEEE Trans. Signal Processing, 2018.
- S. Cai, V. K. N. Lau, “Zero MAC Latency Sensor Networking for Cyber-Physical Systems,” IEEE Trans. Signal Processing, 2018.
- J. Dai, A. Liu, V. K. N. Lau, “FDD Massive MIMO Channel Estimation with Arbitrary 2D-Array Geometry,” IEEE Trans. Signal Processing, 2018.
- L. Lian, A. Liu, V. K. N. Lau, “Weighted LASSO for Sparse Recovery with Statistical Prior Support Information,” IEEE Trans. Signal Processing, 2018.
- Y. Teng, W. Sun, A. Liu, R. Yang, V. K. N. Lau, “Mobility-Aware Transmit Beamforming for Ultra-Dense Networks with Sparse Feedback,” IEEE Trans. Vehicular Technology, 2018.
- B. Zhou, V. Lau, Q. Chen, Y. Cao, “Simultaneous Positioning and Orientating for Visible Light Communications: Algorithm Design and Performance Analysis,” IEEE Trans. Vehicular Technology, 2018.
- W. Han, A. Liu, V. K. N. Lau, “Dual-Mode User-Centric Open-Loop Cooperative Caching for Backhaul-Limited Small-Cell Wireless Networks,” IEEE Trans. Wireless Communications, 2018.
- W. Han, A. Liu, W. Yu, V. K. N. Lau, “Joint Frequency Reuse and Cache Optimization in Backhaul-Limited Small-Cell Wireless Networks,” IEEE Trans. Wireless Communications, 2018.
- N. Omidvar, A. Liu, V. Lau, F. Zhang, D. H. K. Tsang, M. R. Pakravan, “Optimal Hierarchical Radio Resource Management for HetNets with Flexible Backhaul,” IEEE Trans. Wireless Communications, 2018.
- Y. Wang, W. Wang, V. K. N. Lau, L. Chen, Z. Zhang, “Heterogeneous Spectrum Aggregation: Coexistence from a Queue Stability Perspective,” IEEE Trans. Wireless Communications, 2018.
- B. He, S. Yan, X. Zhou, V. K. N. Lau, “On Covert Communication with Noise Uncertainty,” IEEE Communications Letters, 2017.
- B. He, A. Liu, N. Yang, V. K. N. Lau, “On the Design of Secure Non-Orthogonal Multiple Access Systems,” IEEE Journal on Selected Areas in Communications, 2017.
- G. Zhu, K. Huang, V. K. N. Lau, B. Xia, X. Li, S. Zhang, “Hybrid Beamforming via the Kronecker Decomposition for the Millimeter-Wave Massive MIMO Systems,” IEEE Journal on Selected Areas in Communications, 2017.
- J. Chen, W. Dai, Y. Shen, V. K. N. Lau, M. Z. Win, “Resource Management Games for Distributed Network Localization,” IEEE Journal on Selected Areas in Communications, 2017.
- A. Liu, V. K. N. Lau, “Two-Timescale User-Centric RRH Clustering and Precoding Optimization for Cloud RAN via Local Stochastic Cutting Plane,” IEEE Trans. Signal Processing, 2017.
- S. Cai, V. K. N. Lau, “Modulation-Free M2M Communications for Mission-Critical Applications,” IEEE Trans. Signal and Information Processing over Networks, 2017.
- B. He, Y. She, V. K. N. Lau, “Artificial Noise Injection for Securing Single-Antenna Systems,” IEEE Trans. Vehicular Technology, 2017.
- M. Chen, Y. Hao, L. Hu, K. Huang, V. K. N. Lau, “Green and Mobility-Aware Caching in 5G Networks,” IEEE Trans. Wireless Communications, 2017.
- W. Wang, V. K. N. Lau, M. Peng, “Delay-Aware Uplink Fronthaul Allocation in Cloud Radio Access Networks,” IEEE Trans. Wireless Communications, 2017.
- W. Han, A. Liu, V. K. N. Lau, “Degrees of Freedom in Cached MIMO Interference Networks with Asynchronous User Requests,” IEEE Trans. Wireless Communications, 2017.
- W. Han, A. Liu, V. K. N. Lau, “PHY-Caching in 5G Wireless Networks: Design and Analysis,” IEEE Communications Magazine, 2016.
- J. Liu, A. Liu, V. K. N. Lau, “Compressive Interference Mitigation and Data Recovery in Cloud Radio Access Networks with Limited Fronthaul,” IEEE Trans. Signal Processing, 2016.
- A. Liu, V. K. N. Lau, “Joint BS-User Association, Power Allocation, and User-Side Interference Cancellation in Cell-Free Heterogeneous Networks,” IEEE Trans. Signal Processing, 2016.
- A. Liu, F. Zhu, V. K. N. Lau, “Closed-Loop Autonomous Pilot and Compressive CSIT Feedback Resource Adaptation in Multi-User FDD Massive MIMO Systems,” IEEE Trans. Signal Processing, 2016.
- A. Liu, V. K. N. Lau, “Impact of CSI Knowledge on the Codebook-Based Hybrid Beamforming in Massive MIMO,” IEEE Trans. Signal Processing, 2016.
- J. Chen, W. Dai, Y. Shen, V. K. N. Lau, M. Z. Win, “Power Management for Cooperative Localization: A Game Theoretical Approach,” IEEE Trans. Signal Processing, 2016.
- S. Cai, V. K. N. Lau, “MIMO Precoding for Networked Control Systems with Energy Harvesting Sensors,” IEEE Trans. Signal Processing, 2016.
- K. Huang, J. Chen, V. K. N. Lau, “Communication Using a Large-Scale Array of Ubiquitous Antennas: A Geometry Approach,” IEEE Trans. Signal Processing, 2016.
- V. K. N. Lau, S. Cai, A. Liu, “Closed-Loop Compressive CSIT Estimation in FDD Massive MIMO Systems with 1 Bit Feedback,” IEEE Trans. Signal Processing, 2016.
- A. Liu, V. K. N. Lau, W. Dai, “Exploiting Burst-Sparsity in Massive MIMO with Partial Channel Support Information,” IEEE Trans. Wireless Communications, 2016.
- A. Liu, V. K. N. Lau, “How Much Cache is Needed to Achieve Linear Capacity Scaling in Backhaul-Limited Dense Wireless Networks?,” IEEE/ACM Trans. Networking, 2016.
- J. Wu, Y. Li, D. E. Quevedo, V. Lau, L. Shi, “Data-Driven Power Control for State Estimation: A Bayesian Inference Approach,” Automatica, 2015.
- F. Zhang, V. K. N. Lau, “Delay-Sensitive Dynamic Resource Control for Energy Harvesting Wireless Systems with Finite Energy Storage,” IEEE Communications Magazine, 2015.
- M. Peng, C. Wang, J. Li, H. Xiang, V. Lau, “Recent Advances in Underlay Heterogeneous Networks: Interference Control, Resource Allocation, and Self-Organization,” IEEE Communications Surveys & Tutorials, 2015.
- N. Omidvar, D. H. K. Tsang, M. R. Pakravan, V. K. N. Lau, “Efficient Energy-Aware Routing with Redundancy Elimination,” IEEE Journal on Selected Areas in Communications, 2015.
- Y. Cui, V. K. N. Lau, F. Zhang, “Grid Power-Delay Tradeoff for Energy Harvesting Wireless Communication Systems with Finite Renewable Energy Storage,” IEEE Journal on Selected Areas in Communications, 2015.
- H. Wang, W. Wang, V. K. N. Lau, Z. Zhang, “Hybrid Limited Feedback in 5G Cellular Systems with Massive MIMO,” IEEE Systems Journal, 2015.
- V. Lau, F. Zhang, “Optimal Beamforming for Video Streaming in Multi-Antenna Interference Networks via Diffusion Limit,” IEEE Trans. Information Theory, 2015.
- X. Rao, V. K. N. Lau, “Minimization of CSI Feedback Dimension for Interference Alignment in MIMO Interference Multicast Networks,” IEEE Trans. Information Theory, 2015.
- A. Liu, V. K. N. Lau, “Two-Stage Constant-Envelope Precoding for Low-Cost Massive MIMO Systems,” IEEE Trans. Signal Processing, 2015.
- A. Liu, V. Lau, F. Zhuang, J. Chen, “Two Timescale Joint Beamforming and Routing for Multi-antenna D2D Networks via Stochastic Cutting Plane,” IEEE Trans. Signal Processing, 2015.
- W. Han, A. Liu, V. Lau, “Degrees of Freedom in Cached MIMO Relay Networks,” IEEE Trans. Signal Processing, 2015.
- L. Ruan, V. K. N. Lau, M. Z. Win, “Generalized Interference Alignment—Part I: Theoretical Framework,” IEEE Trans. Signal Processing, 2015.
- L. Ruan, V. K. N. Lau, M. Z. Win, “Generalized Interference Alignment—Part II: Application to Wireless Secrecy,” IEEE Trans. Signal Processing, 2015.
- X. Rao, V. K. N. Lau, “Compressive Sensing with Prior Support Quality Information and Application to Massive MIMO Channel Estimation with Temporal Correlation,” IEEE Trans. Signal Processing, 2015.
- R. Zhao, Y. Huang, W. Wang, V. K. N. Lau, “Ergodic Achievable Secrecy Rate of Multiple-Antenna Relay Systems with Cooperative Jamming,” IEEE Trans. Wireless Communications, 2015.
- A. Liu, V. Lau, “Two-Stage Subspace Constrained Precoding in Massive MIMO Cellular Systems,” IEEE Trans. Wireless Communications, 2015.
- A. Liu, V. K. N. Lau, “Asymptotic Scaling Laws of Wireless Adhoc Network with Physical Layer Caching,” IEEE Trans. Wireless Communications, 2015.
- M. Peng, C. Wang, V. Lau, H. V. Poor, “Fronthaul-Constrained Cloud Radio Access Networks: Insights and Challenges,” IEEE Wireless Communications, 2015.
- A. Liu, V. K. N. Lau, “Capacity Gain of Physical Layer Caching in Backhaul-Limited Dense Wireless Networks,” Proc. IEEE INFOCOM, 2015.