Adaptive Controller and Observer Design Using Open and Closed-Loop Reference Models for Linear Time-Invariant Systems With Unknown Dynamics

被引:10
|
作者
Ohrem, Sveinung Johan [1 ]
Holden, Christian [1 ]
机构
[1] NTNU Norwegian Univ Sci & Technol, Dept Mech & Ind Engn, N-7491 Trondheim, Norway
关键词
Observers; Adaptation models; Linear systems; Adaptive control; Transient analysis; Nonlinear dynamical systems; Closed loop systems; linear systems; output feedback and observers; uncertain systems;
D O I
10.1109/TAC.2021.3051279
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 presents an output feedback controller and observer design approach for linear time-invariant systems with unknown dynamics. The presented method uses an open-loop reference model to generate the desired trajectory and a closed-loop reference model as an observer. The controller only uses the observer states. Lyapunov-based stability proofs show that the error states converge asymptotically to zero and that all other signals are uniformly stable. Furthermore, bounds are proven on the transient behavior.
引用
收藏
页码:5482 / 5489
页数:8
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