Sampled-Data Output Feedback Control for Nonlinear Uncertain Systems Using Predictor-Based Continuous-Discrete Observer

被引:7
作者
Sun, Jiankun [1 ,2 ]
Yang, Jun [3 ]
Zeng, Zhigang [1 ,2 ]
Wang, Huiming [4 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Educ Minist China, Key Lab Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
[3] Loughborough Univ, Dept Aeronaut & Automot Engn, Loughborough LE11 3TU, Leics, England
[4] Chongqing Univ Pasts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China
基金
中国国家自然科学基金;
关键词
Nonlinear systems; Delays; Uncertainty; Observers; Control systems; Output feedback; Time-varying systems; Disturbance; uncertainty estimation and attenuation (DUEA); measurement delay; nonlinear uncertain system; predictor-based continuous-discrete observer; DISTURBANCE REJECTION; DATA STABILIZATION; DELAY SYSTEMS; DATA ADRC; DESIGN; EMULATION;
D O I
10.1109/TNNLS.2022.3157649
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, we investigate the problem of sampled-data robust output feedback control for a class of nonlinear uncertain systems with time-varying disturbance and measurement delay based on continuous-discrete observer. An augmented system that includes the nonlinear uncertain system and disturbance model is first found, and by using the delayed sampled-data output, we then propose a novel predictor-based continuous-discrete observer to estimate the unknown state and disturbance information. After that, in order to attenuate the undesirable influences of nonlinear uncertainties and disturbance, a sampled-data robust output feedback controller is developed based on disturbance/uncertainty estimation and attenuation technique. It shows that under the proposed control method, the states of overall hybrid nonlinear system can converge to a bounded region centered at the origin. The main benefit of the proposed control method is that in the presence of measurement delay, the influences of time-varying disturbance and nonlinear uncertainties can be effectively attenuated with the help of feedback domination method and prediction technique. Finally, the effectiveness of the proposed control method is demonstrated via the simulation results of a numerical example and a practical example.
引用
收藏
页码:9223 / 9233
页数:11
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