Control-Aware Resource Scheduling Method for Wireless Networked Control Systems

被引:1
|
作者
Zheng, Meng [1 ,2 ,3 ]
Zhang, Lei [1 ,2 ,3 ,4 ]
Liang, Wei [1 ,2 ,3 ]
机构
[1] Chinese Acad Sci, Shenyang Inst tute Automat, Key Lab Robot, Shenyang 110016, Peoples R China
[2] Chinese Acad Sci, Shenyang Inst tute Automat, Key Lab Networked Control Syst, Shenyang 110016, Peoples R China
[3] Chinese Acad Sci, Inst Robot & Intelligent Mfg, Shenyang 110169, Peoples R China
[4] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
基金
中国国家自然科学基金;
关键词
5G; linear-quadratic-Guassian (LQG) control; reliability; resource scheduling; wireless networked control systems (WNCSs); LOW LATENCY; ALLOCATION; FUTURE;
D O I
10.1109/JSEN.2023.3301489
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to the advantages of low latency, high bandwidth, and reliable connectivity, 5G has been increasingly adopted in industrial control applications. In this article, we consider 5G-based wireless networked control systems (WNCSs) and study resource scheduling methods of 5G networks to support the high-speed control of multiple independent control systems. First, considering the packet dropout problem of WNCSs, we give the optimal state estimator and linear-quadratic-Guassian (LQG) control of the studied WNCS. Second, we analyze the inherent connection between the LQG cost and the transmission reliability of 5G, formulate the resource scheduling problem as an integer programming, and further propose a control-aware resource scheduling (CARS) method to minimize the math expectation of the LQG cost. Finally, the efficiency of the CARS method is demonstrated via extensive simulations.
引用
收藏
页码:21946 / 21955
页数:10
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