Data-Rate-Constrained State Estimation and Control of Complex Networked Systems
暫譯: 複雜網絡系統的數據速率限制狀態估計與控制

Wang, Licheng, Wang, Zidong, Wei, Guoliang

Data-Rate-Constrained State Estimation and Control of Complex Networked Systems
  • 出版商: CRC
  • 出版日期: 2024-11-29
  • 售價: $5,500
  • 貴賓價: 9.5 折 $5,225
  • 語言: 英文
  • 頁數: 226
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032645423
  • ISBN-13: 9781032645421

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book presents research developments and novel methodologies on data-rate-constrained control and state estimation for complex networked systems with different kinds of encoding-decoding mechanisms. It describes framework of state estimator and controller design, stability and performance analysis for data-rate constrained complex systems with various kinds of encoding-decoding schemes and so forth. Simulations given in this book are constructed by applying MATLAB(R) software package.

Features:

  • Gives a systematic investigation of the control and state estimation for complex networked systems subject to the data rate constraint.
  • Develops control/filtering algorithms in a unified framework.
  • Includes comparisons for different coding-decoding techniques proposed.
  • Discusses theoretical value and practical application for the resource-constrained communication environment.
  • Provides performance analysis as well as the parameterizations of filters and FD units.

This book is aimed at researchers and graduate students in electrical engineering, signal processing, control systems and complex networks.

商品描述(中文翻譯)

本書介紹了針對具有不同編碼-解碼機制的複雜網絡系統，在數據速率受限的情況下進行控制和狀態估計的研究進展和新方法。它描述了狀態估計器和控制器設計的框架，針對數據速率受限的複雜系統進行穩定性和性能分析，並涵蓋各種編碼-解碼方案等。本書中的模擬是通過應用 MATLAB(R) 軟體包構建的。

特點：
- 系統性地研究了受數據速率限制的複雜網絡系統的控制和狀態估計。
- 在統一框架中開發控制/過濾算法。
- 包含對不同編碼-解碼技術的比較。
- 討論了資源受限通信環境的理論價值和實際應用。
- 提供性能分析以及過濾器和 FD 單元的參數化。

本書旨在為電機工程、信號處理、控制系統和複雜網絡領域的研究人員和研究生提供參考。

作者簡介

Licheng Wang was a visiting Ph.D. student in the Department of Electronic and Computer Engineering at Brunel University London in the UK. From Apr. 2019 to Jun. 2022, he was a Post-Doctoral Research Fellow with the Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China. He is currently with the College of Automation Engineering, Shanghai University of Electric Power, Shanghai 200090, China. His research interests include nonlinear stochastic control and filtering, as well as complex networks and sensor networks.

Zidong Wang is a Professor of Dynamical Systems and Computing at Brunel University London, West London, United Kingdom. Professor Wang's research interests include dynamical systems, signal processing, bioinformatics, control theory and applications. He has published more than 600 papers in refereed international journals. He was awarded the Humboldt research fellowship in 1996 from Alexander von Humboldt Foundation, the JSPS Research Fellowship in 1998 from Japan Society for the Promotion of Science, and the William Mong Visiting Research Fellowship in 2002 from the University of Hong Kong. He was a recipient of the State Natural Science Award from the State Council of China in 2014 and the Outstanding Science and Technology Development Awards (once in 2005 and twice in 1997) from the National Education Committee of China.

Guoliang Wei is currently a Professor with the Business School, University of Shanghai for Science and Technology, Shanghai, China. From March 2010 to May 2011, he was an Alexander von Humboldt Research Fellow with the Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany. He has published more than 100 papers in refereed international journals. His research interests include nonlinear systems, stochastic systems, and bioinformatics.

作者簡介(中文翻譯)

王立成曾是英國倫敦布魯內爾大學電子與計算機工程系的訪問博士生。從2019年4月到2022年6月，他在中國上海科技大學控制科學與工程系擔任博士後研究員。目前，他在中國上海電力大學自動化工程學院工作，地址為上海200090。他的研究興趣包括非線性隨機控制與過濾、複雜網絡和傳感器網絡。

王自東是英國倫敦布魯內爾大學動力系統與計算教授。王教授的研究興趣包括動力系統、信號處理、生物信息學、控制理論及其應用。他在國際同行評審期刊上發表了超過600篇論文。他於1996年獲得亞歷山大·馮·洪堡基金會的洪堡研究獎學金，1998年獲得日本學術振興會的JSPS研究獎學金，2002年獲得香港大學的威廉·蒙訪問研究獎學金。他於2014年獲得中國國務院的國家自然科學獎，並於1997年和2005年獲得中國國家教育委員會的優秀科技發展獎（1997年兩次，2005年一次）。

魏國良目前是中國上海科技大學商學院的教授。從2010年3月到2011年5月，他在德國杜伊斯堡-埃森大學自動控制與複雜系統研究所擔任亞歷山大·馮·洪堡研究員。他在國際同行評審期刊上發表了超過100篇論文。他的研究興趣包括非線性系統、隨機系統和生物信息學。

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