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

Description: Security of Cyber-Physical Systems: State Estimation and Control by Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu 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. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher 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. Back Cover 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. Table of Contents 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. Feature Analyzes the secure problems of cyber-physical systems from both the adversary and defender sides Presents a combination of some current techniques to handle the challenges of securing CPSs Provides some recent novel secure state estimation and control algorithms Details ISBN3030883493 Author Ligang Wu Series Studies in Systems, Decision and Control Language English Year 2021 ISBN-10 3030883493 ISBN-13 9783030883492 Format Hardcover DOI 10.1007/978-3-030-88350-8 Series Number 396 Publisher Springer Nature Switzerland AG Edition 1st Imprint Springer Nature Switzerland AG Place of Publication Cham Country of Publication Switzerland Pages 277 Publication Date 2021-10-20 Illustrations 138 Illustrations, color; XXV, 277 p. 138 illus. in color. UK Release Date 2021-10-20 Edited by Yuan Xue Birth 1974 Affiliation Massachusetts Institute of Technology Position journalist Qualifications S. J. Edition Description 1st ed. 2022 Alternative 9783030883522 Audience Professional & Vocational We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:135428807;

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