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An Ergodic Theory of Binary Operations—Part II: Applications to Polarization.

Authors :
Nasser, Rajai
Source :
IEEE Transactions on Information Theory. Feb2017, Vol. 63 Issue 2, p1063-1083. 21p.
Publication Year :
2017

Abstract

An open problem in polarization theory is to determine the binary operations that always lead to polarization (in the general multilevel sense) when they are used in Arıkan style constructions. This paper, which is presented in two parts, solves this problem by providing a necessary and sufficient condition for a binary operation to be polarizing. This (second) part provides a foundation of polarization theory based on the ergodic theory of binary operations which we developed in the first part. We show that a binary operation is polarizing if and only if it is uniformity preserving and its right-inverse is strongly ergodic. The rate of polarization of single user channels is studied. It is shown that the exponent of any polarizing operation cannot exceed \frac 12 , which is the exponent of quasi-group operations. We also study the polarization of multiple access channels (MAC). In particular, we show that a sequence of binary operations is MAC-polarizing if and only if each binary operation in the sequence is polarizing. It is shown that the exponent of any MAC-polarizing sequence cannot exceed \frac 12 , which is the exponent of sequences of quasi-group operations. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
63
Issue :
2
Database :
Academic Search Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
120846849
Full Text :
https://doi.org/10.1109/TIT.2016.2617958