Conference Proceedings

An unknown input multi-observer approach for estimation, attack isolation, and control of lti systems under actuator attacks

T Yang, C Murguia, M Kuijper, D Nesic

Proceedings of the 2019 18th European Control Conference (ECC) | IEEE | Published : 2019

Abstract

We address the problem of state estimation, attack isolation, and control for discrete-time Linear Time Invariant (LTI) systems under (potentially unbounded) actuator false data injection attacks. Using a bank of Unknown Input Observers (UIOs), each observer leading to an exponentially stable estimation error in the attack-free case, we propose an estimator that provides exponential estimates of the system state and the attack signals when a sufficiently small number of actuators are attacked. We use these estimates to control the system and isolate actuator attacks. Simulations results are presented to illustrate the performance of the results.

Grants

Awarded by Australian Research Council


Funding Acknowledgements

This work was supported by the Australian Research Council under the Discovery Project DP170104099.