Songfu Cai

27 papers A* 1Journal 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integrated Sensing, Communication, and Control for UAV-Assisted Mobile Target Tracking.
CoRR
Zhiyu Chen, Ming-Min Zhao, Songfu Cai, Ming Lei, Min-Jian Zhao
2026 J jnl
Temperature Control for Cyber-Physical Thermal Systems over Wireless Networks: A Model-Assisted Deep Reinforcement Learning Approach.
IEEE Trans. Signal Process.
Minjie Tang, Songfu Cai, Vincent K. N. Lau
2025 J jnl
On the Value of Linear Quadratic Zero-Sum Difference Games With Multiplicative Randomness: Existence and Achievability.
IEEE Trans. Autom. Control.
Songfu Cai, Xuanyu Cao
2024 A* conf
Performative Control for Linear Dynamical Systems.
NeurIPS
Songfu Cai, Fei Han, Xuanyu Cao
2023 J jnl
Decentralized DNN Task Partitioning and Offloading Control in MEC Systems With Energy Harvesting Devices.
IEEE J. Sel. Top. Signal Process.
Feng Wang, Songfu Cai, Vincent K. N. Lau
2023 J jnl
Online Optimal State Feedback Control of Linear Systems Over Wireless MIMO Fading Channels.
IEEE Trans. Autom. Control.
Songfu Cai, Vincent K. N. Lau
2023 J jnl
Online System Identification and Control for Linear Systems With Multiagent Controllers Over Wireless Interference Channels.
IEEE Trans. Autom. Control.
Minjie Tang, Songfu Cai, Vincent K. N. Lau
2023 J jnl
Sequential Offloading for Distributed DNN Computation in Multiuser MEC Systems.
IEEE Internet Things J.
Feng Wang, Songfu Cai, Vincent K. N. Lau
2022 J jnl
Online System Identification and Optimal Control for Mission-Critical IoT Systems Over MIMO Fading Channels.
IEEE Internet Things J.
Minjie Tang, Songfu Cai, Vincent K. N. Lau
2022 J jnl
Radix-Partition-Based Over-the-Air Aggregation and Low-Complexity State Estimation for IoT Systems Over Wireless Fading Channels.
IEEE Trans. Signal Process.
Minjie Tang, Songfu Cai, Vincent K. N. Lau
2022 J jnl
Remote State Estimation of Nonlinear Systems Over Fading Channels via Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Songfu Cai, Vincent K. N. Lau
2022 J jnl
Sequential Offloading for Distributed DNN Computation in Multiuser MEC Systems.
CoRR
Feng Wang, Songfu Cai, Vincent K. N. Lau
2021 J jnl
Efficient Sparse Coding Using Hierarchical Riemannian Pursuit.
IEEE Trans. Signal Process.
Ye Xue, Vincent K. N. Lau, Songfu Cai
2021 J jnl
Efficient Sparse Coding using Hierarchical Riemannian Pursuit.
CoRR
Ye Xue, Vincent Lau, Songfu Cai
2021 J jnl
Over-the-Air Aggregation With Multiple Shared Channels and Graph-Based State Estimation for Industrial IoT Systems.
IEEE Internet Things J.
Minjie Tang, Songfu Cai, Vincent K. N. Lau
2021 J jnl
RNN-Based Learning of Nonlinear Dynamic System Using Wireless IIoT Networks.
IEEE Internet Things J.
Songfu Cai, Vincent K. N. Lau
2021 J jnl
Remote State Estimation With Asynchronous Mission-Critical IoT Sensors.
IEEE J. Sel. Areas Commun.
Minjie Tang, Songfu Cai, Vincent K. N. Lau
2020 J jnl
A Stability Analysis Framework for Multiantenna Multisensor Cyber-Physical Systems With Rank-Deficient Measurement Matrices.
IEEE Trans. Control. Netw. Syst.
Songfu Cai, Vincent K. N. Lau
2020 J jnl
Decentralized State-Driven Multiple Access and Information Fusion of Mission-Critical IoT Sensors for 5G Wireless Networks.
IEEE J. Sel. Areas Commun.
Vincent K. N. Lau, Songfu Cai, Manli Yu
2020 J jnl
MSE Tail Analysis for Remote State Estimation of Linear Systems Over Multiantenna Random Access Channels.
IEEE Trans. Autom. Control.
Songfu Cai, Vincent K. N. Lau
2019 J jnl
Cloud-Assisted Stabilization of Large-Scale Multiagent Systems by Over-the-Air-Fusion of IoT Sensors.
IEEE Internet Things J.
Songfu Cai, Vincent K. N. Lau
2019 J jnl
Event-Driven Sensor Scheduling for Mission-Critical Control Applications.
IEEE Trans. Signal Process.
Manli Yu, Songfu Cai, Vincent K. N. Lau
2018 J jnl
Modulation-Free M2M Communications for Mission-Critical Applications.
IEEE Trans. Signal Inf. Process. over Networks
Songfu Cai, Vincent K. N. Lau
2018 J jnl
Zero MAC Latency Sensor Networking for Cyber-Physical Systems.
IEEE Trans. Signal Process.
Songfu Cai, Vincent K. N. Lau
2016 J jnl
Closed-Loop Compressive CSIT Estimation in FDD Massive MIMO Systems With 1 Bit Feedback.
IEEE Trans. Signal Process.
Vincent K. N. Lau, Songfu Cai, An Liu
2016 J jnl
MIMO Precoding for Networked Control Systems with Energy Harvesting Sensors.
CoRR
Songfu Cai, Vincent K. N. Lau
2016 J jnl
MIMO Precoding for Networked Control Systems with Energy Harvesting Sensors.
IEEE Trans. Signal Process.
Songfu Cai, Vincent K. N. Lau