國立高雄大學圖資館 |

Language: English

Back

Security of cyber-physical systemsstate estimation and control /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Security of cyber-physical systemsby Chengwei Wu ... [et al.].
Reminder of title:	state estimation and control /
other author:	Wu, Chengwei.
Published:	Cham :Springer International Publishing :2022.
Description:	xxv, 277 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Cooperating objects (Computer systems)Security measures.
Online resource:	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 /
LDR:02722nmm a2200349 a 4500 001 617939
003 DE-He213
005 20211019104639.0
006 m d
007 cr nn 008maaau
008 221025s2022 sz s 0 eng d
020 $a 9783030883508$q(electronic bk.)
020 $a 9783030883492$q(paper)
024 7 $a 10.1007/978-3-030-88350-8 $2 doi
035 $a 978-3-030-88350-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.A25
072 7 $a THR $2 bicssc
072 7 $a TEC007000 $2 bisacsh
072 7 $a THR $2 thema
072 7 $a GPFC $2 thema
082 0 4 $a 005.8 $2 23
090 $a QA76.9.A25 $b S446 2022
245 0 0 $a Security of cyber-physical systems $h [electronic resource] : $b state estimation and control / $c by Chengwei Wu ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xxv, 277 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in systems, decision and control, $x 2198-4190 ; $v v. 396
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.
650 0 $a Cooperating objects (Computer systems) $x Security measures. $3 750561
650 1 4 $a Cyber-physical systems, IoT. $3 836359
650 2 4 $a Control and Systems Theory. $3 825946
650 2 4 $a Complexity. $3 274400
700 1 $a Wu, Chengwei. $3 917558
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Studies in systems, decision and control ; $v v.3. $3 678532
856 4 0 $u https://doi.org/10.1007/978-3-030-88350-8
950 $a Engineering (SpringerNature-11647)