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Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel.
- 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]
- Subjects :
- POISSON processes
DEFINITIONS
MEMORYLESS systems
VIDEO coding
Subjects
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