The ill-posedness of the sampling problem and regularized sampling algorithm

In this paper the ill-posedness of the sampling problem is discussed. The restoration algorithm in Shannon's Sampling Theorem is analyzed. A regularized sampling algorithm for band-limited signals is presented. The convergence of the regularized sampling algorithm is studied and compared with Shannon's Sampling Theorem by some examples.