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Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks
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Erscheinungstermin: 06/2018, von Zhong-Hua Pang, Guo-Ping Liu, Donghua Zhou, Dehui Sun bei Springer Singapore
ISBN: 978-981-130-519-1
219 Seiten
XX, 219 p. 123 illus., 105 illus. in color.
23.5 cm x 15.5 cm
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 ...
Beschreibung
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.
Text der Buchrückseite
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.
Eigenschaften
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
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.
Text der Buchrückseite
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.
Eigenschaften
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