Optimal filtering for linear systems with state and multiple observation delays

被引:19
|
作者
Basin, M. [1 ]
Alcorta-Garcia, M. A. [1 ]
Alanis-Duran, A. [1 ]
机构
[1] Autonomous Univ Nuevo Leon, Dept Phys & Math Sci, San Nicolas De Los Garza, Nuevo Leon, Mexico
关键词
filtering; stochastic system; time-delay system;
D O I
10.1080/00207720701847661
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 solves the optimal filtering problem for linear systems with state and multiple observation delays. The optimal estimate equation similar to the traditional Kalman-Bucy one is derived, and the system of equations for determining the filter gain matrix consists of an infinite set of equations. It is then demonstrated that a finite set of the filtering equations can be obtained in case of commensurable delays. In the example, the designed optimal filter is compared to the traditional Kalman-Bucy filter.
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页码:547 / 555
页数:9
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