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Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel.

Authors :
Sakai, Yuta
Tan, Vincent Y. F.
Kovacevic, Mladen
Source :
IEEE Transactions on Information Theory; Aug2020, Vol. 66 Issue 8, p4742-4760, 19p
Publication Year :
2020

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 $\epsilon $ -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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
66
Issue :
8
Database :
Complementary Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
144615724
Full Text :
https://doi.org/10.1109/TIT.2020.2987788