Deadbeat unknown-input state estimation and input reconstruction for linear discrete-time systems

被引:24
|
作者
Ansari, Ahmad [1 ]
Bernstein, Dennis S. [1 ]
机构
[1] Univ Michigan, Dept Aerosp Engn, Ann Arbor, MI 48109 USA
关键词
Input reconstruction; Unknown-input state estimation; Generalized inverse; Deadbeat observer; MINIMUM-VARIANCE INPUT; OBSERVERS; INVERTIBILITY;
D O I
10.1016/j.automatica.2019.01.011
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 paper considers discrete-time input reconstruction and state estimation assuming that the system has no invariant zeros, without assuming that the initial condition is known, and without assuming that at least one Markov parameter has full column rank. Algorithms based on the generalized inverse of a block-Toeplitz matrix are given for unknown-input state estimation and simultaneous input reconstruction and state estimation. In both cases, the unknown input is an arbitrary signal. Both algorithms are deadbeat, which means that exact input reconstruction and state estimation are achieved in a finite number of steps. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:11 / 19
页数:9
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