Security of Cyber-Physical Systems: State Estimation and Control

Security of Cyber-Physical Systems: State Estimation and Control
Author :
Publisher : Springer Nature
Total Pages : 293
Release :
ISBN-10 : 9783030883508
ISBN-13 : 3030883507
Rating : 4/5 (507 Downloads)

Book Synopsis Security of Cyber-Physical Systems: State Estimation and Control by : Chengwei Wu

Download or read book Security of Cyber-Physical Systems: State Estimation and Control written by Chengwei Wu and published by Springer Nature. This book was released on 2021-10-19 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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