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  • 标题:Robust Stability of Suboptimal Moving Horizon Estimation using an Observer-Based Candidate Solution
  • 本地全文:下载
  • 作者:Julian D. Schiller ; Sven Knüfer ; Matthias A. Müller
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2021
  • 卷号:54
  • 期号:6
  • 页码:226-231
  • DOI:10.1016/j.ifacol.2021.08.549
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, we propose a suboptimal moving horizon estimator for nonlinear systems. For the stability analysis we transfer the “feasibility-implies-stability/robustness” paradigm from model predictive control to the context of moving horizon estimation in the following sense: Using a suitably defined, feasible candidate solution based on the trajectory of an auxiliary observer, robust stability of the proposed suboptimal estimator is inherited independently of the horizon length and even if no optimization is performed.
  • 关键词:KeywordsNonlinear moving horizon estimationsuboptimal MHEnonlinear state estimation
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