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Security of cyber-physical systemsstate estimation and control /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Security of cyber-physical systemsby Chengwei Wu ... [et al.].
其他題名:	state estimation and control /
其他作者:	Wu, Chengwei.
出版者:	Cham :Springer International Publishing :2022.
面頁冊數:	xxv, 277 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Cooperating objects (Computer systems)Security measures.
電子資源:	https://doi.org/10.1007/978-3-030-88350-8
ISBN:	9783030883508$q(electronic bk.)

Security of cyber-physical systemsstate estimation and control /
Security of cyber-physical systemsstate estimation and control /[electronic resource] :by Chengwei Wu ... [et al.]. - Cham :Springer International Publishing :2022. - xxv, 277 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v. 3962198-4190 ;. - Studies in systems, decision and control ;v.3..

Introduction -- Optimal DoS Attack Scheduling for CPSs -- Active Defense Control of CPSs via Sliding Mode -- Learning Tracking Control for CPSs -- Intelligent Control for Nonlinear Networked Control Systems -- Reliable Filtering of Sensor Networks -- Secure Estimation for CPSs via Sliding Mode -- Zero-Sum Game Based Optimal Secure Control -- Proactive Secure Control for CPSs. Fault-Tolerant Tracking Control for Nonstrict-Feedback Systems -- Deep Reinforcement Learning Control Approach to Mitigating Attacks -- Conclusion and Further Work.

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.

ISBN: 9783030883508$q(electronic bk.)

Standard No.: 10.1007/978-3-030-88350-8doiSubjects--Topical Terms:

750561
Cooperating objects (Computer systems)
--Security measures.

LC Class. No.: QA76.9.A25

Dewey Class. No.: 005.8

Security of cyber-physical systemsstate estimation and control /
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505 0 $a Introduction -- Optimal DoS Attack Scheduling for CPSs -- Active Defense Control of CPSs via Sliding Mode -- Learning Tracking Control for CPSs -- Intelligent Control for Nonlinear Networked Control Systems -- Reliable Filtering of Sensor Networks -- Secure Estimation for CPSs via Sliding Mode -- Zero-Sum Game Based Optimal Secure Control -- Proactive Secure Control for CPSs. Fault-Tolerant Tracking Control for Nonstrict-Feedback Systems -- Deep Reinforcement Learning Control Approach to Mitigating Attacks -- Conclusion and Further Work.
520 $a 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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