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
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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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