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A multi-observer based estimation framework for nonlinear systems under sensor attacks
Journal article   Peer reviewed

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

Tianci Yang, Carlos Murguia, Margreta Kuijper, Dragan Nešić and Carlos Gerardo Murguia Rendon
Automatica (Oxford), Vol.119, p.109043
09/2020

Abstract

Cyber–physical systems Multi-observer Nonlinear observers Security Sensor attacks
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.

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