Think DSP : digital signal processing in Python / Allen B. Downey.

Format:

Book

Author/Creator:

Downey, Allen, author.

Language:

English

Subjects (All):

Signal processing--Digital techniques.

Signal processing.

Electric filters, Digital.

Physical Description:

1 online resource (167 pages) : illustrations

Edition:

First edition.

Place of Publication:

Beijing, [China] : O'Reilly, 2016.

Language Note:

In English.

System Details:

text file

Summary:

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.

Contents:

Preface

1 Sounds and signals

2 Harmonics

3 Non-periodic signals

4 Noise

5 Autocorrelation

6 Discrete Cosine Transform

7 Discrete Fourier Transform

8 Filtering and Convolution

9 Differentiation and Integration

10 LTI systems

11 Modulation and sampling

Notes:

Includes index.

Description based on online resource; title from PDF title page (ebrary, viewed July 28, 2016).

ISBN:

9781491938515

149193851X

9781491938508

1491938501

9781491938522

1491938528

OCLC:

953971625