Streamlining Digital Signal Processing: A Tricks of the Trade Guidebook, Second Edition

Copyright © 2012 the Institute of Electrical and Electronics Engineers.

Streamlining Digital Signal Processing: A Tricks of the Trade Guidebook, Second Edition

Editor(s): Richard G. Lyons

Published Online: 11 JUN 2012 11:31AM EST

Print ISBN: 9781118278383

Online ISBN: 9781118316948

DOI: 10.1002/9781118316948

About this Book

Product Information

About The Product

This book presents recent advances in DSP to simplify, or increase the computational speed of, common signal processing operations. The topics describe clever DSP tricks of the trade not covered in conventional DSP textbooks. This material is practical, real-world, DSP tips and tricks as opposed to the traditional highly-specialized, math-intensive, research subjects directed at industry researchers and university professors. This book goes well beyond the standard DSP fundamentals textbook and presents new, but tried-and-true, clever implementations of digital filter design, spectrum analysis, signal generation, high-speed function approximation, and various other DSP functions.

Table of contents

    1. You have free access to this content
      Front Matter (pages i–xv)

  2. Part One: Efficient Digital Filters

    1. Chapter 1

      Lost Knowledge Refound: Sharpened FIR Filters (pages 1–9)

      Matthew Donadio

    2. Chapter 2

      Quantized FIR Filter Design Using Compensating Zeros (pages 11–24)

      Amy Bell, Joan Carletta and Kishore Kotteri

    3. Chapter 3

      Designing Nonstandard Filters with Differential Evolution (pages 25–32)

      Rainer Storn

    4. Chapter 4

      Designing IIR Filters with a Given 3 dB Point (pages 33–41)

      Ricardo A. Losada and Vincent Pellissier

    5. Chapter 5

      Filtering Tricks for FSK Demodulation (pages 43–50)

      David Shiung, Huei-Wen Ferng and Richard G. Lyons

    6. Chapter 6

      Reducing CIC Filter Complexity (pages 51–58)

      Ricardo A. Losada and Richard G. Lyons

    7. Chapter 7

      Precise Filter Design (pages 59–72)

      Greg Berchin

    8. Chapter 8

      Turbocharging Interpolated FIR Filters (pages 73–84)

      Richard G. Lyons

    9. Chapter 9

      A Most Efficient Digital Filter: The Two-Path Recursive All-Pass Filter (pages 85–104)

      Fred Harris

    10. Chapter 10

      DC Blocker Algorithms (pages 105–110)

      Randy Yates and Richard G. Lyons

    11. Chapter 11

      Precise Variable-Q Filter Design (pages 111–115)

      Shlomo Engelberg

    12. Chapter 12

      Improved Narrowband Lowpass IIR Filters in Fixed-Point Systems (pages 117–122)

      Richard G. Lyons

    13. Chapter 13

      Improving FIR Filter Coefficient Precision (pages 123–133)

      Zhi Shen

  3. Part Two: Signal and Spectrum Analysis Tricks

    1. Chapter 14

      Fast, Accurate Frequency Estimators (pages 135–145)

      Eric Jacobsen and Peter Kootsookos

    2. Chapter 15

      Fast Algorithms for Computing Similarity Measures in Signals (pages 147–156)

      James McNames

    3. Chapter 16

      Efficient Multi-tone Detection (pages 157–164)

      Vladimir Vassilevsky

    4. Chapter 17

      Turning Overlap-Save into a Multiband, Mixing, Downsampling Filter Bank (pages 165–173)

      Mark Borgerding

    5. Chapter 18

      Sliding Spectrum Analysis (pages 175–188)

      Eric Jacobsen and Richard Lyons

    6. Chapter 19

      Recovering Periodically Spaced Missing Samples (pages 189–196)

      Andor Bariska

    7. Chapter 20

      Novel Adaptive IIR Filter for Frequency Estimation and Tracking (pages 197–205)

      Li Tan and Jean Jiang

    8. Chapter 21

      Accurate, Guaranteed-Stable, Sliding DFT (pages 207–214)

      Krzysztof Duda

    9. Chapter 22

      Reducing FFT Scalloping Loss Errors without Multiplication (pages 215–225)

      Richard Lyons

    10. Chapter 23

      Slope Filtering: An FIR Approach to Linear Regression (pages 227–235)

      Clay S. Turner

  4. Part Three: Fast Function Approximation Algorithms

    1. Chapter 24

      Another Contender in the Arctangent Race (pages 237–242)

      Richard Lyons

    2. Chapter 25

      High-Speed Square Root Algorithms (pages 243–250)

      Mark Allie and Richard Lyons

    3. Chapter 26

      Function Approximation Using Polynomials (pages 251–263)

      Jyri Ylöstalo

    4. Chapter 27

      Efficient Approximations for the Arctangent Function (pages 265–276)

      Sreeraman Rajan, Sichun Wang, Robert Inkol and Alain Joyal

    5. Chapter 28

      A Differentiator with a Difference (pages 277–280)

      Richard Lyons

    6. Chapter 29

      A Fast Binary Logarithm Algorithm (pages 281–283)

      Clay S. Turner

    7. Chapter 30

      Multiplier-Free Divide, Square Root, and Log Algorithms (pages 285–296)

      François Auger, Bruno Feuvrie, Feng Li and Zhen Luo

    8. Chapter 31

      A Simple Algorithm for Fitting a Gaussian Function (pages 297–305)

      Hongwei Guo

    9. Chapter 32

      Fixed-Point Square Roots Using L-Bit Truncation (pages 307–315)

      Abhishek Seth and Woon-Seng Gan

  5. Part Four: Signal Generation Techniques

    1. Chapter 33

      Recursive Discrete-Time Sinusoidal Oscillators (pages 317–336)

      Clay S. Turner

    2. Chapter 34

      Direct Digital Synthesis: A Tool for Periodic Wave Generation (pages 337–351)

      Lionel Cordesses

    3. Chapter 35

      Implementing a ∑Δ DAC in Fixed-Point Arithmetic (pages 353–359)

      Shlomo Engelberg

    4. Chapter 36

      Efficient 8-PSK/16-PSK Generation Using Distributed Arithmetic (pages 361–377)

      Josep Sala

    5. Chapter 37

      Ultra-Low-Phase Noise DSP Oscillator (pages 379–385)

      Fred Harris

    6. Chapter 38

      An Efficient Analytic Signal Generator (pages 387–393)

      Clay S. Turner

  6. Part Five: Assorted High-Performance DSP Techniques

    1. Chapter 39

      Frequency Response Compensation with DSP (pages 395–406)

      Laszlo Hars

    2. Chapter 40

      Generating Rectangular Coordinates in Polar Coordinate Order (pages 407–412)

      Charles Rader

    3. Chapter 41

      The Swiss Army Knife of Digital Networks (pages 413–429)

      Richard Lyons and Amy Bell

    4. Chapter 42

      JPEG2000–Choices and Trade-offs for Encoders (pages 431–440)

      Amy Bell and Krishnaraj Varma

    5. Chapter 43

      Using Shift Register Sequences (pages 441–448)

      Charles Rader

    6. Chapter 44

      Efficient Resampling Implementations (pages 449–457)

      Douglas W. Barker

    7. Chapter 45

      Sampling Rate Conversion in the Frequency Domain (pages 459–467)

      Guoan Bi and Sanjit K. Mitra

    8. Chapter 46

      Enhanced-Convergence Normalized LMS Algorithm (pages 469–473)

      Maurice Givens

    1. You have free access to this content
      Index (pages 475–479)

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