학술논문

A Toolkit for Globally Robust Observer-Based Feedback With Relaxed Characterization of iISS/ISS
Document Type
Periodical
Author
Source
IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 68(7):3858-3871 Jul, 2023
Subject
Signal Processing and Analysis
Noise measurement
Estimation error
Observers
Measurement uncertainty
Robustness
Closed loop systems
Output feedback
Integral input-to-state stability
Lyapunov functions
output feedback control
small gain theorem
Language
ISSN
0018-9286
1558-2523
2334-3303
Abstract
This article elaborates on flexibility in dealing with the interconnection of integral input-to-state stable (iISS) and input-to-state stable (ISS) systems. The undecoupled characterizations introduced separately for iISS and ISS in the literature are linked to build a framework enabling global analysis without settling for local and semiglobal properties. Feedback control design in the presence of measurement noise can benefit from the framework immediately if plants are nonlinear, irrespective of application areas. This article proposes a toolkit for providing robustness guarantees in observer-based output feedback control subject to measurement noise. For a nonlinear plant, the couplings among the plant state, the estimation error, and the measurement noise arising in the closed-loop equations often hinder global analysis, such as ISS with respect to the measurement noise. In the formalism of iISS, this article demonstrates that the flexibility in dealing with the couplings allows one to establish the robustness globally. Moreover, it gives a condition under which the closed-loop system can possess ISS and strong iISS, which are stronger than iISS.