A New Reconstruction Formula and Shift Frame for WGFRFT

Fang Jia Yan, Bing Zhao Li*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The study of signals defined on irregular domains has garnered significant attention, and the field of graph signal processing has emerged as a way to model such signals using underlying graph structures. Vertex frequency analysis is a crucial tool for graph signal analysis and representation. Finding different kinds of frames via the windowed graph fractional Fourier transform (WGFRFT) is necessary to extract the characteristics of graph signals. To overcome this issue, we introduce the concept of the dual of WGFRFT frame and use it to develop a new reconstruction formula for graph signals. Additionally, we propose fractional shift frame. Finally, to highlight the utility of our proposed frames, we present some examples which use our fractional shift frame to extract the spectrum of graph signal.

Original languageEnglish
Title of host publicationThird International Conference on Signal Image Processing and Communication, ICSIPC 2023
EditorsGang Wang, Lei Chen
PublisherSPIE
ISBN (Electronic)9781510670945
DOIs
Publication statusPublished - 2023
Event3rd International Conference on Signal Image Processing and Communication, ICSIPC 2023 - Kunming, China
Duration: 26 May 202328 May 2023

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume12916
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference3rd International Conference on Signal Image Processing and Communication, ICSIPC 2023
Country/TerritoryChina
CityKunming
Period26/05/2328/05/23

Keywords

  • Fractional Fourier transform
  • Frame
  • Graph Fourier transform
  • Graph signal processing
  • Vertex frequency analysis

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