Streamlining Digital Signal Processing

A Tricks of the Trade Guidebook
Herausgegeben von Lyons, Richard G.

• Broschiertes Buch

Produktbeschreibung

Now in an updated second edition, this easily accessible book presents recent advances in digital signal processing (DSP) that simplify or increase the computational speed of common signal processing operations. The material is practical, real-world, with clever DSP tricks of the trade not covered in conventional DSP textbooks.

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Streamlining Digital Signal Processing, Second Edition, presents recent advances in DSP that simplify or increase the computational speed of common signal processing operations and provides practical, real-world tips and tricks not covered in conventional DSP textbooks. It offers new implementations of digital filter design, spectrum analysis, signal generation, high-speed function approximation, and various other DSP functions. It provides:
Great tips, tricks of the trade, secrets, practical shortcuts, and clever engineering solutions from seasoned signal processing professionals
An assortment of signal processing topics such as signal filtering, signal analysis, signal generation, and specialized math computations
Valuable signal processing techniques not taught in engineering schools
An introduction to DSP theory followed by tried-and-true advice on how to make DSP hardware and software designs operate faster--with improved accuracy and computational efficiency
Streamlining Digital Signal Processing is an ideal book for electrical engineers, computer programmers, and scientists seeking to both enhance the performance and increase the operational speed of their signal processing hardware and software.

Produktdetails

• Verlag: Wiley & Sons
• 2. Aufl.
• Seitenzahl: 496
• Erscheinungstermin: 2. Juli 2012
• Englisch
• Abmessung: 234mm x 156mm x 27mm
• Gewicht: 683g
• ISBN-13: 9781118278383
• ISBN-10: 1118278380
• Artikelnr.: 34754537

Autorenporträt

RICHARD G. LYONS is a Contracting Systems Engineer and lecturer with Besser Associates in Mt. View, California, and a former lead hardware engineer for both the National Security Agency (NSA) and TRW Inc. (now Northrop Grumman Corp.) He is an Associate Editor for IEEE Signal Processing magazine and a member of the IEEE and Eta Kappa Nu honor society. Mr. Lyons has written over thirty conference papers on DSP topics and received the 2007 IEEE Signal Processing magazine Best Column Award.

Inhaltsangabe

Preface xi Contributors xiii Part One Efficient Digital Filters 1. Lost
Knowledge Refound: Sharpened FIR Filters 3 Matthew Donadio 2. Quantized FIR
Filter Design Using Compensating Zeros 11 Amy Bell, Joan Carletta, and
Kishore Kotteri 3. Designing Nonstandard Filters with Differential
Evolution 25 Rainer Storn 4. Designing IIR Filters with a Given 3 dB Point
33 Ricardo A. Losada and Vincent Pellissier 5. Filtering Tricks for FSK
Demodulation 43 David Shiung, Huei-Wen Ferng, and Richard Lyons 6. Reducing
CIC Filter Complexity 51 Ricardo A. Losada and Richard Lyons 7. Precise
Filter Design 59 Greg Berchin 8. Turbocharging Interpolated FIR Filters 73
Richard Lyons 9. A Most Effi cient Digital Filter: The Two-Path Recursive
All-Pass Filter 85 Fred Harris 10. DC Blocker Algorithms 105 Randy Yates
and Richard Lyons 11. Precise Variable-Q Filter Design 111 Shlomo Engelberg
12. Improved Narrowband Lowpass IIR Filters in Fixed-Point Systems 117
Richard Lyons 13. Improving FIR Filter Coeffi cient Precision 123 Zhi Shen
Part Two Signal and Spectrum Analysis Tricks 14. Fast, Accurate Frequency
Estimators 137 Eric Jacobsen, Peter Kootsookos 15. Fast Algorithms for
Computing Similarity Measures in Signals 147 James McNames 16. Effi cient
Multi-tone Detection 157 Vladimir Vassilevsky 17. Turning Overlap-Save into
a Multiband, Mixing, Downsampling Filter Bank 165 Mark Borgerding 18.
Sliding Spectrum Analysis 175 Eric Jacobsen and Richard Lyons 19.
Recovering Periodically Spaced Missing Samples 189 Andor Bariska 20. Novel
Adaptive IIR Filter for Frequency Estimation and Tracking 197 Li Tan and
Jean Jiang 21. Accurate, Guaranteed-Stable, Sliding DFT 207 Krzysztof Duda
22. Reducing FFT Scalloping Loss Errors without Multiplication 215 Richard
Lyons 23. Slope Filtering: An FIR Approach to Linear Regression 227 Clay S.
Turner Part Three Fast Function Approximation Algorithms 24. Another
Contender in the Arctangent Race 239 Richard Lyons 25. High-Speed Square
Root Algorithms 243 Mark Allie and Richard Lyons 26. Function Approximation
Using Polynomials 251 Jyri Ylöstalo 27. Efficient Approximations for the
Arctangent Function 265 Sreeraman Rajan, Sichun Wang, Robert Inkol, and
Alain Joyal 28. A Differentiator with a Difference 277 Richard Lyons 29. A
Fast Binary Logarithm Algorithm 281 Clay S. Turner 30. Multiplier-Free
Divide, Square Root, and Log Algorithms 285 François Auger, Bruno Feuvrie,
Feng Li, and Zhen Luo 31. A Simple Algorithm for Fitting a Gaussian
Function 297 Hongwei Guo 32. Fixed-Point Square Roots Using L-Bit
Truncation 307 Abhishek Seth and Woon-Seng Gan Part Four Signal Generation
Techniques 33. Recursive Discrete-Time Sinusoidal Oscillators 319 Clay S.
Turner 34. Direct Digital Synthesis: A Tool for Periodic Wave Generation
337 Lionel Cordesses 35. Implementing a SigmaDelta DAC in Fixed-Point
Arithmetic 353 Shlomo Engelberg 36. Effi cient 8-PSK/16-PSK Generation
Using Distributed Arithmetic 361 Josep Sala Part Five Assorted
High-Performance DSP Techniques 39. Frequency Response Compensation with
DSP 397 Laszlo Hars 40. Generating Rectangular Coordinates in Polar
Coordinate Order 407 Charles Rader 41. The Swiss Army Knife of Digital
Networks 413 Richard Lyons and Amy Bell 42. JPEG2000-Choices and Trade-offs
for Encoders 431 Amy Bell and Krishnaraj Varma 43. Using Shift Register
Sequences 441 Charles Rader 44. Efficient Resampling Implementations 449
Douglas W. Barker 45. Sampling Rate Conversion in the Frequency Domain 459
Guoan Bi and Sanjit K. Mitra 46. Enhanced-Convergence Normalized LMS
Algorithm 469 Maurice Givens Index 475

Rezensionen

"Great tips, tricks of the trade, secrets, practical shortcuts, and clever engineering solutions from seasoned signal processing professionals ... Valuable signal processing techniques not taught in engineering schools ." (ITbriefing.net, 2 August 2012)