Justin K. Romberg

Fast orthogonal approximations of sampled sinusoids and bandlimited signals

In this paper, we provide a dictionary for representing the discrete vector one obtains when collecting a finite set of uniform samples from a baseband analog signal. Like the discrete prolate spheroidal sequences (DPSS's), the proposed orthogonal basis compactly captures most of the energy in overs…