间歇观测下乘性噪声系统的输出反馈控制与镇定

Output Feedback Control and Stabilization for Multiplicative Noise Systems With Intermittent Observations

IEEE Transactions on Cybernetics · 2017
被引 35
ABS 3

中文导读

研究了离散时间乘性噪声系统在间歇观测下的最优输出反馈控制与镇定问题,给出了最优估计和控制器设计,并首次提出了均方意义下的镇定充要条件,适用于UDP网络控制系统。

Abstract

This paper mainly focuses on the optimal output feedback control and stabilization problems for discrete-time multiplicative noise system with intermittent observations. The main contributions of this paper can be concluded as follows. First, different from the previous literatures, this paper overcomes the barrier of the celebrated separation principle for stochastic control problems of multiplicative noise systems. Based on the measurement process, the optimal estimation is presented, and by using dynamic programming principle, the optimal output feedback controller is designed with feedback gain based on the given coupled Riccati equations. Second, the necessary and sufficient stabilization conditions for multiplicative noise system with intermittent observation in the mean square sense are developed for the first time. Finally, the novel results developed in this paper can be applied to solve the output feedback control and stabilization problems for general networked control system of user datagram protocol network case. The range of packet losses rate and the allowable maximum packet losses rate are presented explicitly.

随机控制乘性噪声系统间歇观测输出反馈控制网络控制系统