Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks

Zhong-Hua Pang, Guo-Ping Liu, Donghua Zhou, Dehui Sun

  • 出版商: Springer
  • 出版日期: 2018-06-13
  • 售價: $6,568
  • 貴賓價: 9.5$6,240
  • 語言: 英文
  • 頁數: 219
  • 裝訂: Hardcover
  • ISBN: 9811305196
  • ISBN-13: 9789811305191
  • 相關分類: Machine Learning 機器學習

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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.