Simple matrix-theory proof of the discrete dyadic convolution theorem

A matrix-theory proof of the (periodic) discrete dyadic convolution theorem based on the determination of the eigen-values and eigenvectors of the dyadic convolution matrix is given. The eigenvalues are shown to be equal to the discrete Walsh transform of the dyadic convolution system´s impulse response, and the matrix of the eigenvectors corresponds to the discrete Walsh-transform matrix.