Security of cyber-physical systems : state estimation and control / Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu.
Wu, Chengwei, author.; Yao, Weiran, author.; Sun, Guanghui, author.; Wu, Ligang, author.
2022
QA76.9.A25
Available Online

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Title Security of cyber-physical systems : state estimation and control / Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu.
Author Wu, Chengwei, author.
ISBN 9783030883508 (electronic bk.)
3030883507 (electronic bk.)
3030883493
9783030883492
DOI https://doi.org/10.1007/978-3-030-88350-8
Publication Details Cham, Switzerland : Springer, [2022]
Language English
Description 1 online resource
Item Number 10.1007/978-3-030-88350-8 doi
Call Number QA76.9.A25
Dewey Decimal Classification 005.8
Summary 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.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed November 3, 2021).
Added Author Yao, Weiran, author.
Sun, Guanghui, author.
Wu, Ligang, author.
Series Studies in systems, decision and control ; v. 396. 2198-4190
Available in Other Form Security of cyber-physical systems.
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Record Appears in Online Resources > Ebooks
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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.

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