Title :
Using deterministic decisions for low-entropy bits in the encoding and decoding of polar codes
Author :
Rémi A. Chou;Matthieu R. Bloch
Author_Institution :
School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332-0250, United States
Abstract :
We show how to replace some of the randomized decisions in the encoding and decoding of polar codes by deterministic decisions. Specifically, we prove that random decisions on low-entropy bits may be replaced by an argmax decision without any loss of performance. We illustrate the usefulness of this result in the case of polar coding for the Wyner-Ziv problem and for channel coding.
Keywords :
"Decoding","Source coding","Couplings","Distortion","Channel coding","Computers"
Conference_Titel :
Communication, Control, and Computing (Allerton), 2015 53rd Annual Allerton Conference on
DOI :
10.1109/ALLERTON.2015.7447169