Waterfilling Theorems in the Time-Frequency Plane for the Heat Channel and a Related Source
arXiv:1404.0660 · doi:10.1109/ISIT.2014.6875267
Abstract
The capacity of the heat channel, a linear time-varying (LTV) filter with additive white Gaussian noise (AWGN), is characterized by waterfilling in the time-frequency plane. Similarly, the rate distortion function for a related nonstationary source is characterized by reverse waterfilling in the time-frequency plane. The source is formed by the white Gaussian noise response of the same LTV filter as before. The proofs of both waterfilling theorems rely on a specific Szego theorem for a positive definite operator associated with the filter. An essentially self-contained proof of the Szego theorem is given. The waterfilling theorems compare well with classical results of Gallager and Berger. In case of the nonstationary source it is observed that the part of the classical power spectral density (PSD) is taken by the Wigner-Ville spectrum (WVS).
5 pages; to be presented at 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June/July 2014