Graph Signal Processing, Fourier Transform, Graph Fourier Transform, Eigenvectors, Spectral Analysis.
transform of the sin graph signal. We can replace the last two terms by the Fourier coefficients of sin. Recall that h(^) is a diagonal matrix whose elements are h-filtered eigenvalues of the adjacency matrix A. Replacing these two components in the equation above, we get the following form, Since