Adaptive Filtering: Algorithms and Practical Implementation (English) 5th ed. 2020 版本

在這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內容。他首先以統一的框架介紹了主要的自適應濾波算法類別，使用清晰的符號表示，有助於實際實現。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。例子涉及實際應用中的最新問題。有幾個章節進行了擴展，並新增了一個名為「卡爾曼濾波」的章節。本書提供了有關自適應濾波的簡明背景，包括LMS、仿射投影、RLS、集合成員算法和卡爾曼濾波器等算法家族，以及非線性、子頻帶、盲目、IIR自適應濾波等。章節末尾附有問題。還提供了MATLAB套件，讓讀者可以解決新問題並測試算法。本書還為實踐工程師提供了易於使用的工作算法。

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.

Paulo S. R. Diniz於1984年在加拿大蒙特婁的康考迪亞大學獲得電機工程博士學位。自1979年以來，他一直在巴西聖塔卡塔琳娜聯邦大學的電子與計算機工程學系擔任教職。自1984年以來，他還在巴西聖塔卡塔琳娜聯邦大學的電機工程研究生課程中擔任教授。他曾擔任過本科課程協調員和研究生部門主任。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科學家獎和巴西聖塔卡塔琳娜聯邦大學杰出研究科學家獎（2002年）。從1991年1月到1992年7月，他曾在加拿大不列顛哥倫比亞大學的電機與計算機工程系擔任訪問研究員。2002年，他曾擔任美國聖母大學電機工程系的Melchor Endowment講座教授。他還在赫爾辛基理工大學的信號處理實驗室擔任Docent職位，並在世界各地的多個機構教授短期課程。他在這些領域發表了200多篇經過同行評審的論文，並撰寫了兩本書。他曾獲得最佳論文和技術成就獎。他曾擔任1995年在巴西里約熱內盧舉辦的MWSCAS技術計劃主席。他曾擔任多個國際會議的技術委員會成員，包括ISCAS、ICECS、EUSIPCO和MWSCAS。他曾擔任IEEE電路與系統學會第9區副主席，以及該學會DSP技術委員會主席。他還是IEEE的Fellow（因對固定和自適應濾波器的設計和實施以及電機工程教育的基本貢獻）。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）和Circuits, Systems and Signal Processing Journal（1998年至2002年）。他曾擔任IEEE電路與系統學會的傑出講師（2000年至2001年），並於2004年擔任IEEE信號處理學會的傑出講師。