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

delete2020-09-01
delete20
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OA
AI
T
Tianci Yang *
C
Carlos Murguia
M
Margreta Kuijper
D
Dragan Nešić
DOI:10.1016/j.automatica.2020.109043delete
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Abstract

Abstract

En 中文
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.
Keywords:
Nonlinear observers
Multi-observer
Cyber-physical systems
Sensor attacks
Security
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Journal

Automatica cover
Automatica
IF:
5.9
Papers:
1.2W
Citations:
5.2W

Organization

E
Eindhoven University of Technology
Scholars:
1.6W
Papers: 1.5W
Citations: 2.2W
U
university of melbourne
Scholars:
5.7W
Papers: 5.4W
Citations: 69