Security of Cyber-Physical Systems: State Estimation and Control

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Éditeur :

Springer


Collection :

Studies in Systems, Decision and Control

Paru le : 2021-10-19

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Description

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.
Pages
277 pages
Collection
Studies in Systems, Decision and Control
Parution
2021-10-19
Marque
Springer
EAN papier
9783030883492
EAN PDF
9783030883508

Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
7721 Ko
Prix
147,69 €
EAN EPUB
9783030883508

Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
42025 Ko
Prix
147,69 €