Graph Signal Processing, Fourier Transform, Graph Fourier Transform, Eigenvectors, Spectral Analysis.
the eigenvectors of the filter H are the same as eigenvectors of the adjacency matrix A by following. Note that the degree of the polynomial h is taken as M. Deriving eigendecomposition of H in terms of eigenvectors and eigenvalues of A Here the diagonal matrix of eigenvalues of H is as follows,