Graph Signal Processing, Fourier Transform, Graph Fourier Transform, Eigenvectors, Spectral Analysis.
matrix A of some graph. Consider the eigendecomposition of the matrix A as follows. Eigen decomposition of adjacency matrix A Where V is the matrix of N eigenvectors as follows, and the diagonal matrix with the eigenvalues of A is as follows Diagonal matrix of eigenvalues of A We can verify that