4.7 Article

A multi-observer based estimation framework for nonlinear systems under sensor attacks

期刊

AUTOMATICA
卷 119, 期 -, 页码 -

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.automatica.2020.109043

关键词

Nonlinear observers; Multi-observer; Cyber-physical systems; Sensor attacks; Security

资金

  1. Australian Research Council (ARC) [DP170104099]

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For general discrete-time nonlinear systems, we address the state estimation problem under sensor attacks. We provide a general estimation scheme, built around the idea of sensor redundancy and multi-observers, capable of reconstructing the system state in spite of sensor attacks and noise, for a large class of nonlinear plants and observers. This scheme has been proposed by others for linear systems and here we propose a unifying framework for a much larger class of nonlinear systems. (C) 2020 Elsevier Ltd. All rights reserved.

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