國立虎尾科技大學 |

Security of Cyber-Physical Systems: State Estimation and Control

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Security of Cyber-Physical Systems: State Estimation and Control/ by Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu.
作者:	Wu, Chengwei.
其他作者:	Wu, Ligang.
面頁冊數:	XXV, 277 p. 138 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Applied Dynamical Systems. -
電子資源:	https://doi.org/10.1007/978-3-030-88350-8
ISBN:	9783030883508

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

Security of Cyber-Physical Systems: State Estimation and Control[electronic resource] /by Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu. - 1st ed. 2022. - XXV, 277 p. 138 illus. in color.online resource. - Studies in Systems, Decision and Control,3962198-4190 ;. - Studies in Systems, Decision and Control,27.

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

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

1366186
Applied Dynamical Systems.

LC Class. No.: TK7895.E42

Dewey Class. No.: 621.38

Security of Cyber-Physical Systems: State Estimation and Control
LDR:03160nam a22004455i 4500 001 1090106
003 DE-He213
005 20220114072233.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783030883508 $9 978-3-030-88350-8
024 7 $a 10.1007/978-3-030-88350-8 $2 doi
035 $a 978-3-030-88350-8
050 4 $a TK7895.E42
050 4 $a TK5105.8857
072 7 $a TJF $2 bicssc
072 7 $a GPFC $2 bicssc
072 7 $a TEC007000 $2 bisacsh
072 7 $a TJF $2 thema
072 7 $a GPFC $2 thema
082 0 4 $a 621.38 $2 23
100 1 $a Wu, Chengwei. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1397447
245 1 0 $a Security of Cyber-Physical Systems: State Estimation and Control $h [electronic resource] / $c by Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XXV, 277 p. 138 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Systems, Decision and Control, $x 2198-4190 ; $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 2 4 $a Applied Dynamical Systems. $3 1366186
650 2 4 $a Control and Systems Theory. $3 1211358
650 1 4 $a Cyber-Physical Systems. $3 1387591
650 0 $a Nonlinear theories. $3 527937
650 0 $a Dynamics. $3 592238
650 0 $a Control engineering. $3 1249728
650 0 $a Cooperating objects (Computer systems). $3 1387590
700 1 $a Wu, Ligang. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1060010
700 1 $a Sun, Guanghui. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1316482
700 1 $a Yao, Weiran. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1397448
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030883492
776 0 8 $i Printed edition: $z 9783030883515
776 0 8 $i Printed edition: $z 9783030883522
830 0 $a Studies in Systems, Decision and Control, $x 2198-4182 ; $v 27 $3 1254124
856 4 0 $u https://doi.org/10.1007/978-3-030-88350-8
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)