Robust Packetized MPC for Networked Systems Subject to Packet Dropouts and Input Saturation With Quantized Feedback

被引:17
|
作者
Zhang, Langwen [1 ,2 ]
Wang, Bohui [3 ]
Zheng, Yuanshi [4 ]
Zemouche, Ali [5 ]
Zhao, Xudong [6 ]
Shen, Chao [7 ]
机构
[1] South China Univ Technol, Coll Automat Sci & Technol, Key Lab Autonomous Syst & Networked Control, Minist Educ, Guangzhou 510641, Peoples R China
[2] South China Univ Technol, Unmanned Aerial Vehicle Syst Engn Technol Res Ctr, Guangzhou 510641, Peoples R China
[3] Xidian Univ, Sch Aerosp Sci & Technol, Xian 710071, Peoples R China
[4] Xidian Univ, Sch Mech Engn, Ctr Complex Syst, Xian 710071, Peoples R China
[5] Univ Lorraine, CRAN CNRS UMR 7039, F-54400 Cosnes Et Romain, France
[6] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
[7] Xi An Jiao Tong Univ, Sch Cyber Sci & Engn, Xian 710049, Peoples R China
基金
中国国家自然科学基金;
关键词
Input saturation; networked systems; packetized predictive control; packet dropouts; quantized feedback; MODEL-PREDICTIVE CONTROL; OUTPUT-FEEDBACK;
D O I
10.1109/TCYB.2022.3166855
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article develops a robust packetized predictive control framework to deal with the quantized-feedback control problem of networked systems subject to Markovian packet dropouts and input saturation. In the proposed framework, the Markov chain model of packet dropout is established from the link of the controller to the actuator. To deal with the quantized measurements, a robust packetized predictive control method is presented with a quantized-feedback law. The problem of unreliable transmission is addressed by proposing a packet dropout compensation strategy with a forgetting factor. An augmented Markovian jump system model is established to take the packet dropouts into account. The synthesis of packetized predictive control is then developed by minimizing a worst case cost function with respect to the model uncertainties. The recursive feasibility of the proposed controller design problem and the mean-square stability of the closed-loop systems are proved, respectively. The proposed packetized predictive control method is demonstrated by simulating a four-tank process system.
引用
收藏
页码:6987 / 6997
页数:11
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