Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel
Abstract
The paper derives the optimal second-order coding rate for the continuous-time Poisson channel. We also obtain bounds on the third-order coding rate. This is the first instance of a second-order result for a continuous-time channel. The converse proof hinges on a novel construction of an output distribution induced by Wyner's discretized channel and the construction of an appropriate -net of the input probability simplex. While the achievability proof follows the general program to prove the third-order term for non-singular discrete memoryless channels put forth by Polyanskiy, several non-standard techniques -- such as new definitions and bounds on the probabilities of typical sets using logarithmic Sobolev inequalities -- are employed to handle the continuous nature of the channel.
Keywords
Cite
@article{arxiv.1903.10438,
title = {Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel},
author = {Yuta Sakai and Vincent Y. F. Tan and Mladen Kovačević},
journal= {arXiv preprint arXiv:1903.10438},
year = {2020}
}
Comments
26 pages, to appear in the IEEE Transactions on Information Theory, vol. 66, 2020