Towards Integrating Control and Information Theories: From Information-Theoretic Measures to Control Performance Limitations (Lecture Notes in Control and Information Sciences)
暫譯: 整合控制與資訊理論:從資訊理論度量到控制性能限制(控制與資訊科學講義)

Song Fang, Jie Chen, Hideaki Ishii

  • 出版商: Springer
  • 出版日期: 2016-11-12
  • 售價: $4,660
  • 貴賓價: 9.5$4,427
  • 語言: 英文
  • 頁數: 190
  • 裝訂: Hardcover
  • ISBN: 3319492888
  • ISBN-13: 9783319492889
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book investigates the performance limitation issues in networked feedback systems. The fact that networked feedback systems consist of control and communication devices and systems calls for the integration of control theory and information theory. The primary contributions of this book lie in two aspects: the newly-proposed information-theoretic measures and the newly-discovered control performance limitations. We first propose a number of information notions to facilitate the analysis. Using those notions, classes of performance limitations of networked feedback systems, as well as state estimation systems, are then investigated. In general, the book presents a unique, cohesive treatment of performance limitation issues of networked feedback systems via an information-theoretic approach. This book is believed to be the first to treat the aforementioned subjects systematically and in a unified manner, offering a unique perspective differing from existing books.

商品描述(中文翻譯)

本書探討了網路反饋系統中的性能限制問題。網路反饋系統由控制裝置和通訊裝置及系統組成,這要求控制理論與資訊理論的整合。本書的主要貢獻在於兩個方面:新提出的資訊理論度量和新發現的控制性能限制。我們首先提出若干資訊概念以促進分析。利用這些概念,接著研究了網路反饋系統以及狀態估計系統的性能限制類別。一般而言,本書通過資訊理論的方法,對網路反饋系統的性能限制問題提供了獨特且一致的處理方式。本書被認為是首部系統性且統一地處理上述主題的著作,提供了與現有書籍不同的獨特視角。