DSP for MATLAB and LabVIEW I: Fundamentals of Discrete Signal Processing (Paperback)
Forester W. Isen
- 出版商: Morgan & Claypool
- 出版日期: 2008-11-10
- 售價: $2,180
- 貴賓價: 9.5 折 $2,071
- 語言: 英文
- 頁數: 234
- 裝訂: Paperback
- ISBN: 1598298909
- ISBN-13: 9781598298901
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相關分類:
數位訊號處理 Dsp、LabVIEW、Matlab
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商品描述
This book is Volume I of the series DSP for MATLAB™ and LabVIEW™. 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 at www.morganclaypool.com/page/isen) will run on both MATLAB and LabVIEW. Volume I consists of four chapters. The first chapter gives a brief overview of the field of digital signal processing. This is followed by a chapter detailing many useful signals and concepts, including convolution, recursion, difference equations, LTI systems, etc. The third chapter covers conversion from the continuous to discrete domain and back (i.e., analog-to-digital and digital-to-analog conversion), aliasing, the Nyquist rate, normalized frequency, conversion from one sample rate to another, waveform generation at various sample rates from stored wave data, and Mu-law compression. The fourth and final chapter of the present volume introduces the reader to many important principles of signal processing, including correlation, the correlation sequence, the Real DFT, correlation by convolution, matched filtering, simple FIR filters, and simple IIR filters. Chapter 4, in particular, provides an intuitive or "first principle" understanding of how digital filtering and frequency transforms work, preparing the reader for Volumes II and III, which provide, respectively, detailed coverage of discrete frequency transforms (including the Discrete Time Fourier Transform, the Discrete Fourier Transform, and the z-Transform) and digital filter design (FIR design using Windowing, Frequency Sampling, and Optimum Equiripple techniques, and Classical IIR design). Volume IV, the culmination of the series, is an introductory treatment of LMS Adaptive Filtering and applications. The text for all volumes contains many examples, and many useful computational scripts, augmented by demonstration scripts and LabVIEW Virtual Instruments (VIs) that can be run to illustrate various signal processing concepts graphically on the user's computer screen. Table of Contents: An Overview of DSP / Discrete Signals and Concepts / Sampling and Binary Representation / Transform and Filtering Principles
商品描述(中文翻譯)
本書是《DSP for MATLAB™ and LabVIEW™》系列的第一卷。整個系列共有四卷,以實用且易於理解的方式全面介紹基礎數位信號處理,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)以及以代碼形式提供的腳本(可在www.morganclaypool.com/page/isen上獲得)可在MATLAB和LabVIEW上運行。第一卷包含四個章節。第一章簡要介紹了數位信號處理領域。接下來的一章詳細介紹了許多有用的信號和概念,包括卷積、遞迴、差分方程、LTI系統等。第三章涵蓋了從連續域到離散域的轉換(即模擬到數位轉換和數位到模擬轉換)、混疊、奈奎斯特率、標準化頻率、從一個取樣率轉換到另一個取樣率、從存儲的波形數據生成各種取樣率的波形以及Mu-law壓縮。本卷的第四章是最後一章,介紹了許多信號處理的重要原則,包括相關性、相關序列、實數DFT、通過卷積進行相關性、匹配濾波、簡單FIR濾波器和簡單IIR濾波器。特別是第四章以直觀或“第一原則”理解數位濾波和頻率變換的工作方式,為第二卷和第三卷做好了準備,這兩卷分別詳細介紹了離散頻率變換(包括離散時間傅立葉變換、離散傅立葉變換和z-變換)和數位濾波器設計(使用窗函數、頻率取樣和最佳等波紋技術的FIR設計,以及經典IIR設計)。第四卷是系列的結尾,是LMS自適應濾波和應用的入門教材。所有卷的內容都包含許多示例和有用的計算腳本,並附有演示腳本和LabVIEW虛擬儀器(VIs),可以在用戶的電腦屏幕上以圖形方式展示各種信號處理概念。目錄:DSP概述 / 離散信號和概念 / 取樣和二進制表示 / 變換和濾波原理