节点文献
量测随机丢包下闭环系统的最优滤波器设计
Optimal Filter Design for Closed-Loop System with Stochastic Packet Dropout Measurements
【Author】 ZHU Yin1,LIANG Yan,YANG Feng,PAN Quan,LI Yao-Jun 1.School of Automation,Northwestern Polytechnical University,Shanxi Xi’an 710129,P.R.china
【机构】 西北工业大学自动化学院;
【摘要】 本文研究了一类具有量测随机丢包的闭环线性离散系统的最优滤波器设计问题,该系统的控制器、执行器、滤波器以及传感器之间是分置的,并采用所构造的滤波器值作为系统的反馈。在最小方差估计意义下,采用正交原理推导得到待定滤波器的参数矩阵。最后给出了算例仿真,仿真得到的滤波均方误差在其理论值周围波动,这说明了本文所提出算法的有效性。
【Abstract】 This paper deals with optimal filter design problem of a class of closed-loop linear discrete-time system with stochastic measurement packet dropouts,which is divide-and-conquered,whose feedback is state filtering value constructed by the received measurements.In least variance estimate sense,the parameter matrix of the filter to be determined is derived by utilizing orthogonality principle.At last,a numerical example is given,the obtained mean filtering square error is fluctuate around its theoretical value,this illustrate the efficiency of the proposed method.
【Key words】 State Feedback; Optimal Linear Filter; Riccati Difference Equation;
- 【会议录名称】 第二十九届中国控制会议论文集
- 【会议名称】第二十九届中国控制会议
- 【会议时间】2010-07-29
- 【会议地点】中国北京
- 【分类号】TN713
- 【主办单位】中国自动化学会控制理论专业委员会(Technical Committee on Control Theory,Chinese Association of Automation)