Adaptive Inverse Control: A Signal Processing Approach, Reissue Edition (Hardcover)
暫譯: 自適應反向控制:信號處理方法,重印版(精裝本)
Bernard Widrow, Eugene Walach
- 出版商: Wiley
- 出版日期: 2007-11-02
- 售價: $1,580
- 貴賓價: 9.8 折 $1,548
- 語言: 英文
- 頁數: 544
- 裝訂: Hardcover
- ISBN: 0470226099
- ISBN-13: 9780470226094
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商品描述
Description
The book blends the areas of adaptive inverse control and signal processing in ways not presented in any other book, allowing engineers in both fields to share tools and techniques. In the words of one reviewer, "The philosophy is quite refreshing and should entice signal processing specialists to delve more into control, and control theorists to revisit many of their current assumptions and methodologies." Clearly and intuitively written, the book presents theory, but its emphasis is on practical applications and common sense understanding. Most chapters include a summary at its end as a way of consolidating the information presented. The book's first chapter features an overview of the book's contents written to use jargon only sparingly (and always explaining it where used). The book enables signal processing people to solve control problems and teaches signal processing methods, particularly adaptive signal processing, and makes them available to control engineers. There is no other book that does control and signal processing as this book does. Theory is presented, but the emphasis is on practical applications and common sense understanding. The ideas are presented to appeal to the intuition. Insight and intuition are often hard to find in the control and signal-processing literature. Defeating obscurity was one of the main objectives of the authors in writing the text.
From the Back Cover
A self-contained introduction to adaptive inverse control
Now featuring a revised preface that emphasizes the coverage of both control systems and signal processing, this reissued edition of Adaptive Inverse Control takes a novel approach that is not available in any other book.
Written by two pioneers in the field, Adaptive Inverse Control presents methods of adaptive signal processing that are borrowed from the field of digital signal processing to solve problems in dynamic systems control. This unique approach allows engineers in both fields to share tools and techniques. Clearly and intuitively written, Adaptive Inverse Control illuminates theory with an emphasis on practical applications and commonsense understanding. It covers: the adaptive inverse control concept; Weiner filters; adaptive LMS filters; adaptive modeling; inverse plant modeling; adaptive inverse control; other configurations for adaptive inverse control; plant disturbance canceling; system integration; Multiple-Input Multiple-Output (MIMO) adaptive inverse control systems; nonlinear adaptive inverse control systems; and more.
Complete with a glossary, an index, and chapter summaries that consolidate the information presented, Adaptive Inverse Control is appropriate as a textbook for advanced undergraduate- and graduate-level courses on adaptive control and also serves as a valuable resource for practitioners in the fields of control systems and signal processing.
商品描述(中文翻譯)
書籍描述
本書將自適應反向控制和信號處理的領域融合在一起,以其他書籍中未曾呈現的方式,使這兩個領域的工程師能夠共享工具和技術。根據一位評審的話,「這種哲學相當新穎,應該能吸引信號處理專家更深入地研究控制,並使控制理論家重新檢視他們目前的許多假設和方法論。」本書清晰且直觀地撰寫,雖然呈現了理論,但重點在於實際應用和常識理解。大多數章節在結尾處包含總結,以鞏固所呈現的信息。本書的第一章提供了書籍內容的概述,並儘量少用術語(並在使用時始終解釋)。本書使信號處理人員能夠解決控制問題,並教授信號處理方法,特別是自適應信號處理,並將其提供給控制工程師。沒有其他書籍能像本書一樣同時涵蓋控制和信號處理。雖然呈現了理論,但重點在於實際應用和常識理解。這些理念的呈現旨在引起直覺的共鳴。在控制和信號處理文獻中,洞察力和直覺往往難以找到。消除模糊性是作者撰寫本書的主要目標之一。
書背介紹
自適應反向控制的自足介紹
現在包含修訂的前言,強調控制系統和信號處理的涵蓋範圍,這本重新發行的《自適應反向控制》採取了一種在其他書籍中無法找到的新穎方法。
本書由該領域的兩位先驅撰寫,介紹了從數位信號處理領域借用的自適應信號處理方法,以解決動態系統控制中的問題。這種獨特的方法使這兩個領域的工程師能夠共享工具和技術。《自適應反向控制》清晰且直觀地撰寫,通過強調實際應用和常識理解來闡明理論。內容涵蓋:自適應反向控制概念;維納濾波器;自適應LMS濾波器;自適應建模;反向植物建模;自適應反向控制;自適應反向控制的其他配置;植物擾動消除;系統整合;多輸入多輸出(MIMO)自適應反向控制系統;非線性自適應反向控制系統;以及更多內容。
本書附有術語表、索引和章節總結,以鞏固所呈現的信息,適合作為高年級本科生和研究生自適應控制課程的教科書,並且對控制系統和信號處理領域的從業人員也是一個寶貴的資源。