Aliasing effects for random fields over spheres of arbitrary dimension
In this paper, aliasing effects are investigated for random fields defined on the d-dimensional sphere Sd and reconstructed from discrete samples. First, we introduce the concept of an aliasing function on Sd. The aliasing function allows one to identify explicitly the aliases of a given harmonic coefficient in the Fourier decomposition. Then, we exploit this tool to establish the aliases of the harmonic coefficients approximated by means of the quadrature procedure named spherical uniform sampling.