Security of Cyber-Physical Systems: State Estimation and Control 1

Vetenskap & teknik

Security of Cyber-Physical Systems: State Estimation and Control

Chengwei Wu • Weiran Yao • Guanghui Sun • Ligang Wu

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277 sidor
2021

This book analyzes the secure problems of cyber-physical systems from both the adversary and defender sides. Targeting the challenging security problems of cyber-physical systems under malicious attacks, this book presents some recent novel secure state estimation and control algorithms, in which moving target defense scheme, zero-sum game-theoretical approach, reinforcement learning, neural networks, and intelligent control are adopted. Readers will find not only the valuable secure state estimation and control schemes combined with the approaches aforementioned, but also some vital conclusions for securing cyber-physical systems, for example, the critical value of allowed attack probability, the maximum number of sensors to be attacked, etc. The book also provides practical applications, example of which are unmanned aerial vehicles, interruptible power system, and robot arm to validate the proposed secure algorithms. Given its scope, it offers a valuable resource for undergraduate and graduate students, academics, scientists, and engineers who are working in this field.

Författare: Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu
Format: Inbunden
ISBN: 9783030883492
Språk: Engelska
Antal sidor: 277
Utgivningsdatum: 2021-10-20
Förlag: Springer Nature Switzerland AG