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Attack Resilient State Estimation by Sensor Output Coding

Title
Attack Resilient State Estimation by Sensor Output Coding
Authors
Na, GyujinPark, JaegeunEun, Yongsoon
DGIST Authors
Eun, Yongsoon
Issue Date
2019-10-15
Citation
19th International Conference on Control, Automation and Systems, ICCAS 2019, 1015-1020
Type
Conference
ISBN
9788993215182
ISSN
1598-7833
Abstract
Designing control systems with a level of resilience against malicious attack has become an important problem because a number of attack incidents recently occurred resulted in significant damages. Resilient state estimation refers to a method of correctly estimating plant states in spite of attacks on sensors. The underlying principle for the majority of existing resilient state estimation methods is to take advantage of redundancies in sensing. More specifically, in order to tolerate (i.e., correctly estimate the plant states) attacks on up to q sensors, the plant must satisfy 2q-redundant observability. In this work, we propose a sensor output coding based resilient state estimation that tolerates the same level of attacks but requires the plant to satisfy a relaxed condition of q-redundant observability. The coding based mechanism identifies the attacked sensors and invokes a state estimator that uses only intact sensors. This enables a correct state estimation even if more than half the sensors are corrupted, which is not possible in most existing works. To demonstrate the effectiveness of the proposed method, simulation results are presented. © 2019 Institute of Control, Robotics and Systems - ICROS.
URI
http://hdl.handle.net/20.500.11750/11499
DOI
10.23919/ICCAS47443.2019.8971675
Publisher
IEEE Computer Society
Related Researcher
  • Author Eun, Yongsoon DSC Lab(Dynamic Systems and Control Laboratory)
  • Research Interests Resilient control systems; Control systems with nonlinear sensors and actuators; Quasi-linear control systems; Intelligent transportation systems; Networked control systems
Files:
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Collection:
Department of Information and Communication EngineeringDSC Lab(Dynamic Systems and Control Laboratory)2. Conference Papers


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