Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks
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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.
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
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
Autor*in
Zhong-Hua Pang
Themen in »Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks«
Networked control systems (NCSs) Predictive control Networked predictive control (NPC) Network-induced delay Packet dropout Deception attacks DoS attacks Experiments
Stimmen zu »Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks«
“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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