Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks

ISBN-13: 9789811305191 / Angielski / Twarda / 2018 / 219 str.

Zhong-Hua Pang; Guo-Ping Liu; Donghua Zhou

Opis

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.

Recenzje

"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)

Spis treści

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.

Blurb

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.