Digital Signal Processing: A Practitioner's Approach
Kaluri V. Rangarao, Ranjan K. Mallik
- 出版商: Wiley
- 出版日期: 2006-01-01
- 定價: $3,980
- 售價: 8.5 折 $3,383
- 語言: 英文
- 頁數: 191
- 裝訂: Hardcover
- ISBN: 0470017694
- ISBN-13: 9780470017692
-
相關分類:
數位訊號處理 Dsp、工程數學 Engineering-mathematics、數位影像處理 Digital-image
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商品描述
Description
Digital signal processing is essential for improving the accuracy and reliability of a range of engineering systems, including communications, networking, and audio and video applications. Using a combination of programming and mathematical techniques, it clarifies, or standardizes the levels or states of a signal, in order to meet the demands of designing high performance digital hardware.
Written by authors with a wealth of practical experience working with digital signal processing, this text is an excellent step-by-step guide for practitioners and researchers needing to understand and quickly implement the technology. Split into six, self-contained chapters, Digital Signal Processing: A Practitioner’s Approach covers:
- basic principles of signal processing such as linearity, stability, convolution, time and frequency domains, and noise;
- descriptions of digital filters and their realization, including fixed point implementation, pipelining, and field programmable gate array (FGPA) implementation;
- Fourier transforms, especially discrete (DFT), and fast Fourier transforms (FFT);
- case studies demonstrating difference equations, direction of arrival (DoA), and electronic rotating elements, and MATLAB programs to accompany each chapter.
A valuable reference for engineers developing digital signal processing applications, this book is also a useful resource for electrical and computer engineering graduates taking courses in signal processing.
Table of Contents
Foreword.
Preface.
Acknowledgements.
1 Processing of Signals.
1.1 Organisation of the Book.
1.2 Classification of Signals.
1.3 Transformations.
1.4 Signal Characterisation.
1.5 Converting Analogue Signals to Digital.
1.6 Signal Seen by the Computing Engine.
1.7 It Is Only Numbers.
1.8 Summary.
References.
2 Revisiting the Basics.
2.1 Linearity.
2.2 Linear System Representation.
2.3 Random Variables.
2.4 Noise.
2.5 Propagation of Noise in Linear Systems.
2.6 Multivariate Functions.
2.7 Number Systems.
2.8 Summary.
References.
3 Digital Filters.
3.1 How to Specify a Filter.
3.2 Moving-Average Filters.
3.3 Infinite Sequence Generation.
3.4 Unity-Gain Narrowband Filter.
3.5 All-Pass Filter.
3.6 Notch Filter.
3.7 Other Autoregressive Filters.
3.8 Adaptive Filters.
3.9 Demodulating via Adaptive Filters.
3.10 Phase Shift via Adaptive Filter.
3.11 Inverse Problems.
3.12 Kalman Filter.
3.13 Summary.
References.
4 Fourier Transform and Signal Spectrum.
4.1 Heterodyne Spectrum Analyser.
4.2 Discrete Fourier Transform.
4.3 Decimating the Given Sequence.
4.4 Fast Fourier Transform.
4.5 Fourier Series Coefficients.
4.6 Convolution by DFT.
4.7 DFT in Real Time.
4.8 Frequency Estimation via DFT.
4.9 Parametric Spectrum in RF Systems.
4.10 Summary.
References.
5 Realisation of Digital Filters.
5.1 Evolution.
5.2 Development Process.
5.3 Analogue-to-Digital Converters.
5.4 Second-Order BPF.
5.5 Pipelining Filters.
5.6 Real-Time Applications.
5.7 Frequency Estimator on the DSP5630X.
5.8 FPGA Implementation of a Kalman Filter.
5.9 Summary.
References.
6 Case Studies.
6.1 Difference Equation to Program.
6.2 Estimating Direction of Arrival.
6.3 Electronic Rotating Elements.
6.4 Summary.
References.
Appendix: MATLAB and C Programs.
A.1 Chapter 1 MATLAB Programs.
A.2 Chapter 2 MATLAB Programs.
A.3 Chapter 3 MATLAB Programs.
A.4 Chapter 4 MATLAB Programs.
A.5 Chapter 5 Programs.
A.6 Chapter 6 MATLAB Programs.
A.7 Library of Subroutines.
A.8 Some Useful Programs.
Index.
商品描述(中文翻譯)
描述
數位信號處理對於提高通信、網絡和音視頻應用等一系列工程系統的準確性和可靠性至關重要。通過結合編程和數學技術，它可以澄清或標準化信號的水平或狀態，以滿足設計高性能數字硬件的需求。
本書由具有豐富實踐經驗的數位信號處理專家撰寫，是從實踐者和研究者角度理解和快速實施該技術的優秀逐步指南。《數位信號處理：從實踐者的角度》分為六個獨立章節，包括：
- 信號處理的基本原理，如線性性、穩定性、卷積、時間和頻率域以及噪聲；
- 數字濾波器及其實現，包括固定點實現、流水線和現場可編程閘陣列（FGPA）實現；
- 傅立葉變換，特別是離散傅立葉變換（DFT）和快速傅立葉變換（FFT）；
- 案例研究，包括差分方程、到達方向（DoA）和電子旋轉元件，以及每章附帶的MATLAB程序。
這本書對於開發數位信號處理應用的工程師來說是一本有價值的參考資料，同時也是電氣和計算機工程畢業生在信號處理課程中的有用資源。
目錄
- 前言
- 前言
- 致謝
- 第1章 信號處理
- 第2章 重溫基礎知識
- 第3章 數字濾波器
- 第4章 傅立葉變換和信號譜
- 第5章 數字濾波器的實現
- 第6章 案例研究
