Multirate Signal Processing with Examples in Python.

Format:

Book

Author/Creator:

Schuller, Gerald.

Series:

Engineering Series

Language:

English

Physical Description:

1 online resource (0 pages)

Edition:

1st ed.

Place of Publication:

Cham : Springer, 2026.

Summary:

This textbook provides a comprehensive understanding of multirate signal processing, focusing on practical applications and real-world examples implemented in Python.The book covers fundamental and advanced topics such as filter banks, sampling theory, and z-domain analysis, making it ideal for graduate-level courses and professionals.

Contents:

Multirate Signal Processing with Examples in Python

Preface

Contents

1. Introduction to Multirate Signal Processing

2. Multiresolution

3. Frequency Response

4. Filter Design: FIR Filters and Windows

5. Sampling

6. Effects in the z-Domain

7. Filter Banks with Nonideal Filters

8. Block Transforms as Filter Banks

9. DCT and Polyphase Representation

10. Polyphase Matrices

11. The Modified Discrete Cosine Transform (MDCT)

12. Sparse Matrices and the MDCT

13. Low-Delay Filter Banks

14. Optimization of Filter Banks

15. Artificial Neural Networks

16. Conclusions and Design Playbook

References

Index.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783032172013

OCLC:

1590913339