The Sparse Fourier Transform

preview-18
  • The Sparse Fourier Transform Book Detail

  • Author : Haitham Hassanieh
  • Release Date : 2018-02-27
  • Publisher : Morgan & Claypool
  • Genre : Computers
  • Pages : 279
  • ISBN 13 : 1947487051
  • File Size : 41,41 MB

The Sparse Fourier Transform by Haitham Hassanieh PDF Summary

Book Description: The Fourier transform is one of the most fundamental tools for computing the frequency representation of signals. It plays a central role in signal processing, communications, audio and video compression, medical imaging, genomics, astronomy, as well as many other areas. Because of its widespread use, fast algorithms for computing the Fourier transform can benefit a large number of applications. The fastest algorithm for computing the Fourier transform is the Fast Fourier Transform (FFT), which runs in near-linear time making it an indispensable tool for many applications. However, today, the runtime of the FFT algorithm is no longer fast enough especially for big data problems where each dataset can be few terabytes. Hence, faster algorithms that run in sublinear time, i.e., do not even sample all the data points, have become necessary. This book addresses the above problem by developing the Sparse Fourier Transform algorithms and building practical systems that use these algorithms to solve key problems in six different applications: wireless networks; mobile systems; computer graphics; medical imaging; biochemistry; and digital circuits. This is a revised version of the thesis that won the 2016 ACM Doctoral Dissertation Award.

Disclaimer: www.yourbookbest.com does not own The Sparse Fourier Transform books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

The Sparse Fourier Transform

The Sparse Fourier Transform

File Size : 68,68 MB
Total View : 5708 Views
DOWNLOAD

The Fourier transform is one of the most fundamental tools for computing the frequency representation of signals. It plays a central role in signal processing,

The Sparse Fourier Transform

The Sparse Fourier Transform

File Size : 70,70 MB
Total View : 8600 Views
DOWNLOAD

The Fourier transform is one of the most fundamental tools for computing the frequency representation of signals. It plays a central role in signal processing,

Numerical Fourier Analysis

Numerical Fourier Analysis

File Size : 3,3 MB
Total View : 8869 Views
DOWNLOAD

This book offers a unified presentation of Fourier theory and corresponding algorithms emerging from new developments in function approximation using Fourier me