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Table of Contents

Preface for Digital Signal Processing: A User's Guide
Background, Review, and Reference
The DFT, FFT, and Practical Spectral Analysis
- The Discrete Fourier Transform
  - DFT Definition and Properties
- Spectrum Analysis
- Fast Fourier Transform Algorithms
- Fast Convolution
- Chirp-z Transform
- FFTs of prime length and Rader's conversion
- Choosing the Best FFT Algorithm
Digital Filter Design
Digital Filter Structures and Quantization Error Analysis
- Filter Structures
- Fixed-Point Numbers
  - Fixed-Point Number Representation
  - Fixed-Point Quantization
- Quantization Error Analysis
- Overflow Problems and Solutions
  - Limit Cycles
  - Scaling
Adaptive Filters and Applications
- Introduction to Adaptive Filters
- Wiener Filter Algorithm
- The LMS Adaptive Filter Algorithm
- Applications of Adaptive Filters
- Other Adaptive Filter Algorithms
- Summary of Adaptive Filtering Methods
Multirate Signal Processing

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Digital Signal Processing: A User's Guide

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Course by: Douglas L. Jones. E-mail the author

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Summary: Digital Signal Processing: A User's Guide is intended both for the practicing engineer with a basic knowledge of DSP and for a second course in signal processing at the senior or first-year postgraduate level. FFTs, digital filter design, adaptive filters, and multirate signal processing are covered with an emphasis on the techniques that have found wide use in practice.

This collection contains: Modules by: Anders Gjendemsjø, Benjamin Fite, Catherine Elder, Clayton Scott, Don Johnson, Douglas L. Jones, Ivan Selesnick, Justin Romberg, Melissa Selik, Michael Haag, Ricardo Radaelli-Sanchez, Richard Baraniuk, Robert Nowak, Stephen Kruzick.

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This work is licensed by Douglas L. Jones under a Creative Commons Attribution License (CC-BY 2.0), and is an Open Educational Resource.

Last edited by Douglas L. Jones on Aug 29, 2006 10:28 pm GMT-5.

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Navigation

Table of Contents

Background, Review, and Reference

Sampling theory

Z-Transform

Random Signals and Processes

The DFT, FFT, and Practical Spectral Analysis

The Discrete Fourier Transform

Spectrum Analysis

Fast Fourier Transform Algorithms

Power-of-Two FFTs

Radix-2 Algorithms

Digital Filter Design

FIR Filter Design

IIR Filter Design

Digital Filter Structures and Quantization Error Analysis

Filter Structures

Fixed-Point Numbers

Quantization Error Analysis

Overflow Problems and Solutions

Adaptive Filters and Applications

Wiener Filter Algorithm

The LMS Adaptive Filter Algorithm

Applications of Adaptive Filters

Other Adaptive Filter Algorithms

Multirate Signal Processing

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