Principles and Applications of Relax: A Robust and Universal Estimator
暫譯: Relax 原則與應用:一種穩健且通用的估計器

Wu, Renbiao, Jia, Qiongqiong, Yang, Lei

  • 出版商: Springer
  • 出版日期: 2019-04-09
  • 售價: $4,470
  • 貴賓價: 9.5$4,247
  • 語言: 英文
  • 頁數: 302
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9811369313
  • ISBN-13: 9789811369315
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

商品描述(中文翻譯)

多重信號解混和參數估計問題是由背景噪聲和干擾影響所引起的,這些問題在雷達、聲納、通信和導航等領域中經常遇到。信號處理和控制領域的研究一直專注於提高低信噪比(SNR)下參數估計方法的估計性能,並在模型誤差存在的情況下保持估計的穩健性。本書提出了一種通用且穩健的放鬆估計方法(RELAX),並介紹其在經典線譜估計、延遲時間估計、到達角(DOA)估計和雷達目標成像等領域的基本原理和應用。這些信息被全面且詳細地解釋,並使用與浪漫關係相關的隱喻來形象化參數估計的基本問題、五種經典參數估計方法的基本原理以及這些原理之間的關係。本書作為信號處理和控制領域科學家和技術人員的參考資料,同時也為相關領域的研究生提供了相關信息。

作者簡介

Renbiao Wu is the Tianjin Professor and the Director of the Tianjin Key Lab for Advanced Signal Processing at the Civil Aviation University of China. He received his B.Sc. and M.Sc. in Electrical Engineering from the Northwest Polytechnic University in 1988 and 1991 respectively, and his Ph.D. in Electrical Engineering from Xidian University in 1994. He has worked at the Imperial College of London, the University of Florida, and Virginia Tech as a Distinguished Research Scholar, Visiting Professor, and Postdoctoral Fellow for 5 years. His research interests include adaptive array signal processing and spectral estimation, especially in regards to their applications in GNSS and radar. He has published over 300 peer-reviewed papers, and ten plus books and book chapters. He is the recipient of the Chinese National Outstanding Young Investigator Award in 2003.

Qiongqiong Jia is a lecturer of the Tianjin Key Lab for Advanced Signal Processing at the Civil Aviation University of China. She received her B.Sc. and M.Sc. from the Civil Aviation University of China in 2008 and 2011, and her specialized master degree in navigation engineering from ENAC in France in 2015. Her research interests include adaptive array signal processing and spectral estimation regarding their applications to GNSS. She has published 20 papers, and co-authored three books and book chapters.

Lei Yang is currently an associate professor of Tianjin Key Lab for Advanced Signal Processing at Civil Aviation University of China. He received his B. Sc. and Ph. D. degrees all from Xidian University, Xi'an, China in Electronic Engineering and Signal and Information Processing, respectively. He has worked at School of Eletrical and Electronic Engineering of Nanyang Technology University (NTU), Singapore and Temasek Lab@NTU, Singapore, as a full-time (postdoctoral) research fellow and research scientist, respectively, for 4 years. His research interests include radar imaging for stationary scene and moving targets. He has published over 40 academic papers that are all indexed by SCI and EI database. He is now with the Recruitment Programme of Global Experts (the Thousand Young Talents Plan) of Tianjin, China.

Qing Feng is a lecturer of the Tianjin Key Lab for Advanced Signal Processing at the Civil Aviation University of China. She received her M.Sc. from the Civil Aviation University of China in 2005. Her research interests include adaptive array signal processing and spectral estimation, especially in regards to their applications in radar. She has published 8 papers, and co-authored two books.

作者簡介(中文翻譯)

任標吳是中國民航大學的天津教授及天津先進信號處理重點實驗室主任。他於1988年和1991年分別在西北工業大學獲得電氣工程學士和碩士學位,並於1994年在西安電子科技大學獲得電氣工程博士學位。他曾在倫敦帝國學院、佛羅里達大學和維吉尼亞理工大學擔任傑出研究學者、訪問教授和博士後研究員,工作了5年。他的研究興趣包括自適應陣列信號處理和頻譜估計,特別是其在全球導航衛星系統(GNSS)和雷達中的應用。他已發表超過300篇同行評審的論文,以及十多本書籍和書章。他於2003年獲得中國國家優秀青年研究者獎。

喬喬賈是中國民航大學天津先進信號處理重點實驗室的講師。她於2008年和2011年在中國民航大學獲得學士和碩士學位,並於2015年在法國國立民航學院(ENAC)獲得導航工程專業碩士學位。她的研究興趣包括自適應陣列信號處理和頻譜估計,特別是其在全球導航衛星系統(GNSS)中的應用。她已發表20篇論文,並共同撰寫三本書籍和書章。

楊雷目前是中國民航大學天津先進信號處理重點實驗室的副教授。他的學士和博士學位均來自中國西安電子科技大學,專業為電子工程和信號與信息處理。他曾在新加坡南洋理工大學電氣與電子工程學院及南洋理工大學的Temasek實驗室擔任全職(博士後)研究員和研究科學家,工作了4年。他的研究興趣包括靜態場景和移動目標的雷達成像。他已發表超過40篇學術論文,均被SCI和EI數據庫收錄。他目前參與中國天津的全球專家招聘計劃(千人計劃)。

冯青是中國民航大學天津先進信號處理重點實驗室的講師。她於2005年在中國民航大學獲得碩士學位。她的研究興趣包括自適應陣列信號處理和頻譜估計,特別是其在雷達中的應用。她已發表8篇論文,並共同撰寫兩本書籍。