Networked Predictive Control of Systems with Communication Constraints and Cyber Attacks
暫譯: 具有通信限制和網路攻擊的系統網路預測控制

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

  • 出版商: Springer
  • 出版日期: 2018-06-22
  • 售價: $4,510
  • 貴賓價: 9.5$4,285
  • 語言: 英文
  • 頁數: 219
  • 裝訂: Hardcover
  • ISBN: 9811305196
  • ISBN-13: 9789811305191
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

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商品描述

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. 

商品描述(中文翻譯)

本書介紹了網絡系統預測控制的最新成果,考慮了通信限制(例如,網絡引起的延遲和數據包丟失)以及網絡攻擊(例如,欺騙攻擊和拒絕服務攻擊)。對於前者,提出了幾種基於輸入-輸出模型和狀態空間模型的網絡預測控制(Networked Predictive Control, NPC)方法。對於後者,從信息安全和實時控制的角度設計了安全的NPC方案。此外,通過實際實驗來展示所有方法的有效性和適用性,彌合控制理論與實際應用之間的差距。本書對於控制工程、網絡控制系統和網絡物理系統的學術研究者、研發工程師以及研究生具有重要的參考價值。