DSP for MATLAB and LabVIEW IV: LMS Adaptive Filtering (Paperback)
暫譯: MATLAB 與 LabVIEW IV 的 DSP:LMS 自適應濾波

Forester W. Isen

  • 出版商: Morgan & Claypool
  • 出版日期: 2009-02-16
  • 售價: $2,250
  • 貴賓價: 9.5$2,138
  • 語言: 英文
  • 頁數: 128
  • 裝訂: Paperback
  • ISBN: 1598298992
  • ISBN-13: 9781598298994
  • 相關分類: 數位訊號處理 DspLabVIEWMatlab
  • 海外代購書籍(需單獨結帳)

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商品描述

This book is Volume IV of the series DSP for MATLAB™ and LabVIEW™. Volume IV is an introductory treatment of LMS Adaptive Filtering and applications, and covers cost functions, performance surfaces, coefficient perturbation to estimate the gradient, the LMS algorithm, response of the LMS algorithm to narrow-band signals, and various topologies such as ANC (Active Noise Cancelling) or system modeling, Noise Cancellation, Interference Cancellation, Echo Cancellation (with single- and dual-H topologies), and Inverse Filtering/Deconvolution. The entire series consists of four volumes that collectively cover basic digital signal processing in a practical and accessible manner, but which nonetheless include all essential foundation mathematics. As the series title implies, the scripts (of which there are more than 200) described in the text and supplied in code form (available via the internet at www.morganclaypool.com/page/isen) will run on both MATLAB™ and LabVIEW™. Table of Contents: Introduction To LMS Adaptive Filtering / Applied Adaptive Filtering

商品描述(中文翻譯)

本書是《MATLAB™ 和 LabVIEW™ 的數位信號處理(DSP)》系列的第四卷。第四卷是對 LMS 自適應濾波及其應用的入門介紹,涵蓋了成本函數、性能表面、係數擾動以估計梯度、LMS 演算法、LMS 演算法對窄帶信號的響應,以及各種拓撲結構,如 ANC(主動噪音消除)或系統建模、噪音消除、干擾消除、回聲消除(包括單 H 和雙 H 拓撲結構)以及反向濾波/去卷積。整個系列共包含四卷,集體以實用且易於理解的方式涵蓋基本的數位信號處理,但仍然包括所有必要的基礎數學。正如系列標題所暗示的,文中描述的腳本(超過 200 個)以代碼形式提供(可通過互聯網訪問 www.morganclaypool.com/page/isen),可在 MATLAB™ 和 LabVIEW™ 上運行。

目錄:LMS 自適應濾波介紹 / 應用自適應濾波