Laura Shimabukuro

Frequency Analysis and Filter Design for Directed Graphs with Polar Decomposition

In this study, we challenge the traditional approach of frequency analysis on directed graphs, which typically relies on a single measure of signal variation such as total variation. We argue that the inherent directionality in directed graphs necessitates a multifaceted analytical approach that inc…