Songfu Cai

According to our database, Songfu Cai authored at least 24 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Integrated Sensing, Communication, and Control for UAV-Assisted Mobile Target Tracking.

Zhiyu Chen, Ming-Min Zhao, Songfu Cai, Ming Lei, Min-Jian Zhao

CoRR, February, 2026

Temperature Control for Cyber-Physical Thermal Systems over Wireless Networks: A Model-Assisted Deep Reinforcement Learning Approach.

Minjie Tang, Songfu Cai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2026

2025

On the Value of Linear Quadratic Zero-Sum Difference Games With Multiplicative Randomness: Existence and Achievability.

Songfu Cai, Xuanyu Cao

IEEE Trans. Autom. Control., December, 2025

2024

Performative Control for Linear Dynamical Systems.

Songfu Cai, Fei Han, Xuanyu Cao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Online System Identification and Control for Linear Systems With Multiagent Controllers Over Wireless Interference Channels.

Minjie Tang, Songfu Cai, Vincent K. N. Lau

IEEE Trans. Autom. Control., October, 2023

Sequential Offloading for Distributed DNN Computation in Multiuser MEC Systems.

Feng Wang, Songfu Cai, Vincent K. N. Lau

IEEE Internet Things J., October, 2023

Online Optimal State Feedback Control of Linear Systems Over Wireless MIMO Fading Channels.

Songfu Cai, Vincent K. N. Lau

IEEE Trans. Autom. Control., July, 2023

Decentralized DNN Task Partitioning and Offloading Control in MEC Systems With Energy Harvesting Devices.

Feng Wang, Songfu Cai, Vincent K. N. Lau

IEEE J. Sel. Top. Signal Process., January, 2023

2022

Radix-Partition-Based Over-the-Air Aggregation and Low-Complexity State Estimation for IoT Systems Over Wireless Fading Channels.

Minjie Tang, Songfu Cai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2022

Remote State Estimation of Nonlinear Systems Over Fading Channels via Recurrent Neural Networks.

Songfu Cai, Vincent K. N. Lau

IEEE Trans. Neural Networks Learn. Syst., 2022

Online System Identification and Optimal Control for Mission-Critical IoT Systems Over MIMO Fading Channels.

Minjie Tang, Songfu Cai, Vincent K. N. Lau

IEEE Internet Things J., 2022

2021

Efficient Sparse Coding Using Hierarchical Riemannian Pursuit.

Ye Xue, Vincent K. N. Lau, Songfu Cai

IEEE Trans. Signal Process., 2021

Remote State Estimation With Asynchronous Mission-Critical IoT Sensors.

Minjie Tang, Songfu Cai, Vincent K. N. Lau

IEEE J. Sel. Areas Commun., 2021

Over-the-Air Aggregation With Multiple Shared Channels and Graph-Based State Estimation for Industrial IoT Systems.

Minjie Tang, Songfu Cai, Vincent K. N. Lau

IEEE Internet Things J., 2021

RNN-Based Learning of Nonlinear Dynamic System Using Wireless IIoT Networks.

Songfu Cai, Vincent K. N. Lau

IEEE Internet Things J., 2021

2020

A Stability Analysis Framework for Multiantenna Multisensor Cyber-Physical Systems With Rank-Deficient Measurement Matrices.

Songfu Cai, Vincent K. N. Lau

IEEE Trans. Control. Netw. Syst., 2020

MSE Tail Analysis for Remote State Estimation of Linear Systems Over Multiantenna Random Access Channels.

Songfu Cai, Vincent K. N. Lau

IEEE Trans. Autom. Control., 2020

Decentralized State-Driven Multiple Access and Information Fusion of Mission-Critical IoT Sensors for 5G Wireless Networks.

Vincent K. N. Lau, Songfu Cai, Manli Yu

IEEE J. Sel. Areas Commun., 2020

2019

Event-Driven Sensor Scheduling for Mission-Critical Control Applications.

Manli Yu, Songfu Cai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2019

Cloud-Assisted Stabilization of Large-Scale Multiagent Systems by Over-the-Air-Fusion of IoT Sensors.

Songfu Cai, Vincent K. N. Lau

IEEE Internet Things J., 2019

2018

Zero MAC Latency Sensor Networking for Cyber-Physical Systems.

Songfu Cai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2018

Modulation-Free M2M Communications for Mission-Critical Applications.

Songfu Cai, Vincent K. N. Lau

IEEE Trans. Signal Inf. Process. over Networks, 2018

2016

Closed-Loop Compressive CSIT Estimation in FDD Massive MIMO Systems With 1 Bit Feedback.

Vincent K. N. Lau, Songfu Cai, An Liu

IEEE Trans. Signal Process., 2016

MIMO Precoding for Networked Control Systems with Energy Harvesting Sensors.

Songfu Cai, Vincent K. N. Lau

IEEE Trans. Signal Process., 2016