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Think DSP Digital Signal Processing in Python 1st Edition by Allen Downey ISBN 1491938455 9781491938454

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Think DSP Digital Signal Processing in Python 1st Edition Downey Digital Instant Download

Author(s): Downey, Allen
ISBN(s): 9781491938454, 1491938455
Edition: 1
File Details: PDF, 2.03 MB
Year: 2016
Language: english
SKU: EB-55670572 Category: Tags: ,

Think DSP Digital Signal Processing in Python 1st Edition by Allen Downey – Ebook PDF Instant Download/Delivery: 1491938455, 9781491938454

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Product details:

ISBN 10: 1491938455

ISBN 13: 9781491938454 

Author: Allen Downey

If you understand basic mathematics and know how to program with Python, you’re ready to dive into signal processing. While most resources start with theory to teach this complex subject, this practical book introduces techniques by showing you how they’re applied in the real world. In the first chapter alone, you’ll be able to decompose a sound into its harmonics, modify the harmonics, and generate new sounds.

Author Allen Downey explains techniques such as spectral decomposition, filtering, convolution, and the Fast Fourier Transform. This book also provides exercises and code examples to help you understand the material.

You’ll explore:

  • Periodic signals and their spectrums
  • Harmonic structure of simple waveforms
  • Chirps and other sounds whose spectrum changes over time
  • Noise signals and natural sources of noise
  • The autocorrelation function for estimating pitch
  • The discrete cosine transform (DCT) for compression
  • The Fast Fourier Transform for spectral analysis
  • Relating operations in time to filters in the frequency domain
  • Linear time-invariant (LTI) system theory
  • Amplitude modulation (AM) used in radio

Other books in this series include Think Stats and Think Bayes, also by Allen Downey.

Table of contents:

  1. Preface
  2. Who Is This Book For?
  3. Using the Code
  4. Conventions Used in This Book
  5. Safari® Books Online
  6. How to Contact Us
  7. Contributor List
  8. Sounds and Signals
  9. Harmonics
  10. Non-Periodic Signals
  11. Noise
  12. Autocorrelation
  13. Discrete Cosine Transform
  14. Discrete Fourier Transform
  15. Filtering and Convolution
  16. Differentiation and Integration
  17. LTI Systems
  18. Modulation and Sampling
  19. Index

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Tags: Allen Downey, Think, DSP, Digital, Signal, Processing, Python