DSP for MATLAB and LabVIEW IV: LMS Adaptive Filtering (Paperback)

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

本書是《DSP for MATLAB™ and LabVIEW™》系列的第四卷。第四卷是關於LMS自適應濾波和應用的入門介紹，涵蓋成本函數、性能曲面、係數擾動以估計梯度、LMS算法、LMS算法對窄頻信號的響應，以及ANC（主動噪音消除）或系統建模、噪音消除、干擾消除、回聲消除（單H和雙H拓撲結構）和逆濾波/反卷積等各種拓撲結構。整個系列共有四卷，以實用和易於理解的方式全面介紹基礎數字信號處理，同時包含所有必要的基礎數學知識。正如系列標題所示，本書中描述的腳本（超過200個）以代碼形式提供（可通過互聯網在www.morganclaypool.com/page/isen上獲取），可在MATLAB™和LabVIEW™上運行。目錄：LMS自適應濾波簡介/應用自適應濾波。