Adaptive Filtering: Algorithms and Practical Implementation (English) 5th ed. 2020 版本
暫譯: 自適應濾波:演算法與實務實現(英文)第5版 2020年

Diniz, Paulo S. R.

  • 出版商: Springer
  • 出版日期: 2019-12-24
  • 定價: $4,500
  • 售價: 8.0$3,600
  • 語言: 英文
  • 頁數: 495
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030290565
  • ISBN-13: 9783030290566
  • 相關分類: Algorithms-data-structures
  • 立即出貨 (庫存 < 3)

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商品描述

In the fifth edition of this textbook, author Paulo S.R. Diniz presents updated text on the basic concepts of adaptive signal processing and adaptive filtering. He first introduces the main classes of adaptive filtering algorithms in a unified framework, using clear notations that facilitate actual implementation. Algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Examples address up-to-date problems drawn from actual applications. Several chapters are expanded and a new chapter 'Kalman Filtering' is included. The book provides a concise background on adaptive filtering, including the family of LMS, affine projection, RLS, set-membership algorithms and Kalman filters, as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more. Problems are included at the end of chapters. A MATLAB package is provided so the reader can solve new problems and test algorithms. The book also offers easy access to working algorithms for practicing engineers.

商品描述(中文翻譯)

在本教科書的第五版中,作者 Paulo S.R. Diniz 提供了有關自適應信號處理和自適應濾波的基本概念的更新文本。他首先在統一的框架中介紹了自適應濾波算法的主要類別,使用清晰的符號以便於實際實現。算法以表格形式描述,詳細到足以讓讀者驗證所涵蓋的概念。範例針對來自實際應用的最新問題進行探討。幾個章節得到了擴展,並新增了「卡爾曼濾波」一章。本書提供了自適應濾波的簡明背景,包括 LMS 家族、仿射投影、RLS、集合成員算法和卡爾曼濾波器,以及非線性、子帶、盲目、IIR 自適應濾波等內容。每章的末尾都包含問題。還提供了一個 MATLAB 套件,以便讀者解決新問題並測試算法。本書還為實踐中的工程師提供了便捷的工作算法。

作者簡介

Paulo S. R. Diniz his Ph.D. from Concordia University, Montreal, PQ, Canada, in 1984, all in electrical engineering. Since 1979, he has been with the undergraduate Department of Electronics and Computer Engineering at the UFRJ. He has also been with the graduate Program of Electrical Engineering at COPPE/UFRJ since 1984, where he is presently a Professor. He served as undergraduate course Coordinator and as Chairman of the graduate department. He is one of the three senior researchers and coordinators of the Brazilian National Excellence Center in Signal Processing. He has received the Rio de Janeiro State Scientist Award from the Governor of Rio de Janeiro State, and the Distinguished Research Scientist Award from COPPE/UFRJ (2002). From January 1991 to July 1992, he was a visiting Research Associate in the Department of Electrical and Computer Engineering of University of Victoria, Victoria, BC, Canada. In 2002 he served as Melchor Endowment Chair Professor in the Department of Electrical Engineering of the University of Notre Dame, Notre Dame, USA. He also holds a Docent position at the Signal Processing laboratory of Helsinki University of Technology, and has taught short courses at numerous institutions around the world. He has published over 200 refereed papers in some of these areas and wrote two books. He has received some awards for best papers and technical achievements. He was the Technical Program Chair of the 1995 MWSCAS held in Rio de Janeiro, Brazil. He has been on the technical committee of several international conferences including ISCAS, ICECS, EUSIPCO and MWSCAS. He has served Vice President for region 9 of the IEEE Circuits and Systems Society and as Chairman of the DSP technical committee of the same Society. He is also a Fellow of IEEE (for fundamental contributions to the design and implementation of fixed and adaptive filters and Electrical Engineering Education). He has served as associate editor for the following Journals: IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing from 1996 to 1999, IEEE Transactions on Signal Processing from 1999 to 2002, and the Circuits, Systems and Signal Processing Journal from 1998 to 2002. He was a distinguished lecturer of the IEEE Circuits and Systems Society for the years 2000 to 2001 and had served as distinguished lecturer of the IEEE Signal Processing Society in 2004.

作者簡介(中文翻譯)

保羅·S·R·迪尼茲(Paulo S. R. Diniz)於1984年在加拿大蒙特利爾的康考迪亞大學(Concordia University)獲得電機工程博士學位。自1979年以來,他一直在聯邦大學電子與計算機工程系(UFRJ)任教。自1984年以來,他也在COPPE/UFRJ的電機工程研究所擔任教授。他曾擔任本科課程協調員及研究所系主任。他是巴西國家信號處理卓越中心的三位高級研究員和協調員之一。他曾獲得里約熱內盧州州長頒發的里約熱內盧州科學家獎,以及COPPE/UFRJ的傑出研究科學家獎(2002年)。從1991年1月到1992年7月,他曾在加拿大維多利亞大學(University of Victoria)電機與計算機工程系擔任訪問研究助理。2002年,他在美國聖母大學(University of Notre Dame)電機工程系擔任梅爾喬爾基金會講座教授。他還在赫爾辛基科技大學的信號處理實驗室擔任副教授,並在全球多個機構教授短期課程。他在這些領域發表了超過200篇經過審核的論文,並撰寫了兩本書籍。他因最佳論文和技術成就獲得了一些獎項。他曾擔任1995年在巴西里約熱內盧舉行的MWSCAS的技術程序主席。他曾參與多個國際會議的技術委員會,包括ISCAS、ICECS、EUSIPCO和MWSCAS。他曾擔任IEEE電路與系統學會第9區的副會長,以及同一學會的數位信號處理技術委員會主席。他也是IEEE的會士(Fellow of IEEE),因其在固定和自適應濾波器設計與實現及電機工程教育方面的基本貢獻而獲得此榮譽。他曾擔任以下期刊的副編輯:IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing(1996年至1999年)、IEEE Transactions on Signal Processing(1999年至2002年)以及Circuits, Systems and Signal Processing Journal(1998年至2002年)。他在2000年至2001年間擔任IEEE電路與系統學會的傑出講者,並於2004年擔任IEEE信號處理學會的傑出講者。