Foundations Of Discrete Harmonic Analysis
Download Foundations Of Discrete Harmonic Analysis full books in PDF, epub, and Kindle. Read online free Foundations Of Discrete Harmonic Analysis ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Foundations of Discrete Harmonic Analysis
Author | : Vasily N. Malozemov |
Publisher | : Springer Nature |
Total Pages | : 257 |
Release | : 2020-06-24 |
Genre | : Mathematics |
ISBN | : 3030470482 |
Download Foundations of Discrete Harmonic Analysis Book in PDF, Epub and Kindle
This book provides an introduction to discrete harmonic analysis (DHA) with a view towards applications to digital signal processing. In a nutshell, DHA is used to determine the time-frequency structure of a digitized signal, providing a representation of the signal as a sum of spectral components that can then be analyzed. The main methods of DHA are discrete Fourier transform and other discrete orthogonal transforms such as the Walsh and Haar transforms. Fast algorithms are used to process signals in real time, while additional options are provided by spline harmonic analysis. These topics are carefully covered in the book. With only modest prerequisites, some of which are recalled at the beginning, a profound mathematical theory is built almost from scratch. The 150 exercises included form an integral part of the text. Based decades of teaching experience, this book provides a basis for lecture courses starting at the upper undergraduate level, and will also prove a valuable resource for mathematicians and engineers interested in digital signal processing.
Foundations of Discrete Harmonic Analysis Related Books
Pages: 257
Pages: 247
Pages: 589
Pages: 299
Pages: 512