Songfu Cai

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 23

Top Topics

State Estimation

Fading Channels

Top Venues

IEEE Trans. Signal Process.

IEEE Internet Things J.

IEEE Trans. Autom. Control.

Publications

Minjie Tang, Songfu Cai, Vincent K. N. Lau
Online System Identification and Control for Linear Systems With Multiagent Controllers Over Wireless Interference Channels. IEEE Trans. Autom. Control. 68 (10) (2023)
Feng Wang, Songfu Cai, Vincent K. N. Lau
Decentralized DNN Task Partitioning and Offloading Control in MEC Systems With Energy Harvesting Devices. IEEE J. Sel. Top. Signal Process. 17 (1) (2023)
Songfu Cai, Vincent K. N. Lau
Online Optimal State Feedback Control of Linear Systems Over Wireless MIMO Fading Channels. IEEE Trans. Autom. Control. 68 (7) (2023)
Feng Wang, Songfu Cai, Vincent K. N. Lau
Sequential Offloading for Distributed DNN Computation in Multiuser MEC Systems. IEEE Internet Things J. 10 (20) (2023)
Minjie Tang, Songfu Cai, Vincent 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 Process. 70 (2022)
Minjie Tang, Songfu Cai, Vincent K. N. Lau
Online System Identification and Optimal Control for Mission-Critical IoT Systems Over MIMO Fading Channels. IEEE Internet Things J. 9 (21) (2022)
Feng Wang, Songfu Cai, Vincent K. N. Lau
Sequential Offloading for Distributed DNN Computation in Multiuser MEC Systems. CoRR (2022)
Songfu Cai, Vincent K. N. Lau
Remote State Estimation of Nonlinear Systems Over Fading Channels via Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Minjie Tang, Songfu Cai, Vincent K. N. Lau
Remote State Estimation With Asynchronous Mission-Critical IoT Sensors. IEEE J. Sel. Areas Commun. 39 (3) (2021)
Ye Xue, Vincent Lau, Songfu Cai
Efficient Sparse Coding using Hierarchical Riemannian Pursuit. CoRR (2021)
Ye Xue, Vincent K. N. Lau, Songfu Cai
Efficient Sparse Coding Using Hierarchical Riemannian Pursuit. IEEE Trans. Signal Process. 69 (2021)
Songfu Cai, Vincent K. N. Lau
RNN-Based Learning of Nonlinear Dynamic System Using Wireless IIoT Networks. IEEE Internet Things J. 8 (14) (2021)
Minjie Tang, Songfu Cai, Vincent K. N. Lau
Over-the-Air Aggregation With Multiple Shared Channels and Graph-Based State Estimation for Industrial IoT Systems. IEEE Internet Things J. 8 (19) (2021)
Songfu Cai, Vincent K. N. Lau
A Stability Analysis Framework for Multiantenna Multisensor Cyber-Physical Systems With Rank-Deficient Measurement Matrices. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Songfu Cai, Vincent K. N. Lau
MSE Tail Analysis for Remote State Estimation of Linear Systems Over Multiantenna Random Access Channels. IEEE Trans. Autom. Control. 65 (5) (2020)
Vincent K. N. Lau, Songfu Cai, Manli Yu
Decentralized State-Driven Multiple Access and Information Fusion of Mission-Critical IoT Sensors for 5G Wireless Networks. IEEE J. Sel. Areas Commun. 38 (5) (2020)
Manli Yu, Songfu Cai, Vincent K. N. Lau
Event-Driven Sensor Scheduling for Mission-Critical Control Applications. IEEE Trans. Signal Process. 67 (6) (2019)
Songfu Cai, Vincent K. N. Lau
Cloud-Assisted Stabilization of Large-Scale Multiagent Systems by Over-the-Air-Fusion of IoT Sensors. IEEE Internet Things J. 6 (5) (2019)
Songfu Cai, Vincent K. N. Lau
Zero MAC Latency Sensor Networking for Cyber-Physical Systems. IEEE Trans. Signal Process. 66 (14) (2018)
Songfu Cai, Vincent K. N. Lau
Modulation-Free M2M Communications for Mission-Critical Applications. IEEE Trans. Signal Inf. Process. over Networks 4 (2) (2018)
Vincent K. N. Lau, Songfu Cai, An Liu
Closed-Loop Compressive CSIT Estimation in FDD Massive MIMO Systems With 1 Bit Feedback. IEEE Trans. Signal Process. 64 (8) (2016)
Songfu Cai, Vincent K. N. Lau
MIMO Precoding for Networked Control Systems with Energy Harvesting Sensors. IEEE Trans. Signal Process. 64 (17) (2016)
Songfu Cai, Vincent K. N. Lau
MIMO Precoding for Networked Control Systems with Energy Harvesting Sensors. CoRR (2016)