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Networked predictive control of syst...

Pang, Zhong-Hua.

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Networked predictive control of systems with communication constraints and cyber attacks

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Networked predictive control of systems with communication constraints and cyber attacks/ by Zhong-Hua Pang ... [et al.].
其他作者:	Pang, Zhong-Hua.
出版者:	Singapore :Springer Singapore : : 2019.,
面頁冊數:	xx, 219 p. :ill., digital ;24 cm.
內容註:	Introduction -- Part I: Networked Predictive Control of Systems with Communication Constraints -- Preliminaries for NCSs -- Networked Predictive Control Based on Linear Input-Output Models -- Incremental Networked Predictive Control Based on Linear Input-Output Models -- Networked Predictive Control Based on Nonlinear Input-Output Models -- Networked Predictive Control Based on State-Space Models -- Networked Predictive Output Tracking Control Based on State-Space Models -- Part II: Networked Predictive Control of Systems with Cyber Attacks and Communication Constraints -- Preliminaries for Cyber Attacks -- Data Secure Transmission Scheme for Deception Attacks -- Secure Networked Predictive Control under Deception Attacks and Communication Constraints -- False Data Injection Attacks against Output Tracking Control Systems -- False Data Injection Attacks against Networked Predictive Output Tracking Control System s -- Secure Networked Predictive Control under DoS Attacks and Communication Constraints.
Contained By:	Springer eBooks
標題:	Predictive control. -
電子資源:	http://dx.doi.org/10.1007/978-981-13-0520-7
ISBN:	9789811305207

Networked predictive control of systems with communication constraints and cyber attacks
Networked predictive control of systems with communication constraints and cyber attacks[electronic resource] /by Zhong-Hua Pang ... [et al.]. - Singapore :Springer Singapore :2019. - xx, 219 p. :ill., digital ;24 cm.

Introduction -- Part I: Networked Predictive Control of Systems with Communication Constraints -- Preliminaries for NCSs -- Networked Predictive Control Based on Linear Input-Output Models -- Incremental Networked Predictive Control Based on Linear Input-Output Models -- Networked Predictive Control Based on Nonlinear Input-Output Models -- Networked Predictive Control Based on State-Space Models -- Networked Predictive Output Tracking Control Based on State-Space Models -- Part II: Networked Predictive Control of Systems with Cyber Attacks and Communication Constraints -- Preliminaries for Cyber Attacks -- Data Secure Transmission Scheme for Deception Attacks -- Secure Networked Predictive Control under Deception Attacks and Communication Constraints -- False Data Injection Attacks against Output Tracking Control Systems -- False Data Injection Attacks against Networked Predictive Output Tracking Control System s -- Secure Networked Predictive Control under DoS Attacks and Communication Constraints.

This book presents the latest results on predictive control of networked systems, where communication constraints (e.g., network-induced delays and packet dropouts) and cyber attacks (e.g., deception attacks and denial-of-service attacks) are considered. For the former, it proposes several networked predictive control (NPC) methods based on input-output models and state-space models respectively. For the latter, it designs secure NPC schemes from the perspectives of information security and real-time control. Furthermore, it uses practical experiments to demonstrate the effectiveness and applicability of all the methods, bridging the gap between control theory and practical applications. The book is of interest to academic researchers, R&D engineers, and graduate students in control engineering, networked control systems and cyber-physical systems.

ISBN: 9789811305207

Standard No.: 10.1007/978-981-13-0520-7doiSubjects--Topical Terms:

667592
Predictive control.

LC Class. No.: TJ217.6

Dewey Class. No.: 629.89

Networked predictive control of systems with communication constraints and cyber attacks
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505 0 $a Introduction -- Part I: Networked Predictive Control of Systems with Communication Constraints -- Preliminaries for NCSs -- Networked Predictive Control Based on Linear Input-Output Models -- Incremental Networked Predictive Control Based on Linear Input-Output Models -- Networked Predictive Control Based on Nonlinear Input-Output Models -- Networked Predictive Control Based on State-Space Models -- Networked Predictive Output Tracking Control Based on State-Space Models -- Part II: Networked Predictive Control of Systems with Cyber Attacks and Communication Constraints -- Preliminaries for Cyber Attacks -- Data Secure Transmission Scheme for Deception Attacks -- Secure Networked Predictive Control under Deception Attacks and Communication Constraints -- False Data Injection Attacks against Output Tracking Control Systems -- False Data Injection Attacks against Networked Predictive Output Tracking Control System s -- Secure Networked Predictive Control under DoS Attacks and Communication Constraints.
520 $a This book presents the latest results on predictive control of networked systems, where communication constraints (e.g., network-induced delays and packet dropouts) and cyber attacks (e.g., deception attacks and denial-of-service attacks) are considered. For the former, it proposes several networked predictive control (NPC) methods based on input-output models and state-space models respectively. For the latter, it designs secure NPC schemes from the perspectives of information security and real-time control. Furthermore, it uses practical experiments to demonstrate the effectiveness and applicability of all the methods, bridging the gap between control theory and practical applications. The book is of interest to academic researchers, R&D engineers, and graduate students in control engineering, networked control systems and cyber-physical systems.
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