Graph Signal Processing, Fourier Transform, Graph Fourier Transform, Eigenvectors, Spectral Analysis.
the last term, Fourier coefficients of sin, is an N-dimensional vector, we can multiply the diagonal matrix and the vector to get the following form. Note that matrix V multiplied by some N-dimentional vector, is the inverse graph Fourier transform. In conclusion, filtering by a filter H of a