Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks
Autor Zhong-Hua Pang, Guo-Ping Liu, Donghua Zhou, Dehui Sunen Limba Engleză Hardback – 22 iun 2018
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Specificații
ISBN-13: 9789811305191
ISBN-10: 9811305196
Pagini: 211
Ilustrații: XX, 219 p. 123 illus., 105 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.51 kg
Ediția:1st ed. 2019
Editura: Springer Nature Singapore
Colecția Springer
Locul publicării:Singapore, Singapore
ISBN-10: 9811305196
Pagini: 211
Ilustrații: XX, 219 p. 123 illus., 105 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.51 kg
Ediția:1st ed. 2019
Editura: Springer Nature Singapore
Colecția Springer
Locul publicării:Singapore, Singapore
Cuprins
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.Recenzii
“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)
Textul de pe ultima copertă
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.
Caracteristici
Presents uniquely secure control of networked systems from the perspectives of information security and control theory Demonstrates the methods presented using practical experiments, not just numerical simulation and theoretical deduction Considers the most practical issues in networked control systems (NCSs), e.g., communication constraints and cyber attacks, and proposes corresponding control strategies Presents networked predictive control (NPC) methods in an easy-to-read and understandable way