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Existence and Completeness of Bounded Disturbance Observers: A Set-Membership Viewpoint

Year: 2024
Type: article
Abstract: This article investigates the boundedness of the disturbance observer (DO) for linear discrete-time systems. In contrast to previous studies that focus on analyzing and/or designing observer gains, our analysis and synthesis approach is based on a set-membership viewpoint. From this viewpoint, a necessary and sufficient existence condition of bounded DOs is first established, which can be easily verified. Furthermore, a set-membership filter-based DO is developed, and its completeness is proven; thus, our proposed DO is bounded if and only if bounded DOs exist. We also prove that the proposed DO has the capability to achieve the worst-case optimality, which can provide a benchmark for the design of DOs. Finally, numerical simulations are performed to corroborate the effectiveness of the theoretical results.
Authors: Yudong Li, Yirui Cong, Jiuxiang Dong
Language: English
Open Access status: green
OpenAlex ID: W4404238171
FWCI: 0.95
Cites: 21
Cited by: 6
Related to: 10