Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks

Author:   Zhong-Hua Pang ,  Guo-Ping Liu ,  Donghua Zhou ,  Dehui Sun
Publisher:   Springer Verlag, Singapore
Edition:   1st ed. 2019
ISBN:  

9789811305191


Pages:   219
Publication Date:   22 June 2018
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks


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Overview

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. 

Full Product Details

Author:   Zhong-Hua Pang ,  Guo-Ping Liu ,  Donghua Zhou ,  Dehui Sun
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2019
Weight:   0.530kg
ISBN:  

9789811305191


ISBN 10:   9811305196
Pages:   219
Publication Date:   22 June 2018
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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 Systems.- Secure Networked Predictive Control under DoS Attacks and Communication Constraints.

Reviews

The book would be of interest as to researchers and graduate students in the fields of NCSs and cyber-physical systems so to industrial practitioners in many areas such as automatic control, sensor/actuator networks, and robotics. (Clementina Mladenova, zbMATH 1432.93002, 2020)


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