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research article

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

Nasser, Rajai  
2017
IEEE Transactions on Information Theory

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 Arikan 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 1/2, 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 1/2, which is the exponent of sequences of quasi-group operations.

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Type
research article
DOI
10.1109/Tit.2016.2617958
Web of Science ID

WOS:000394667700015

Author(s)
Nasser, Rajai  
Date Issued

2017

Publisher

Institute of Electrical and Electronics Engineers

Published in
IEEE Transactions on Information Theory
Volume

63

Issue

2

Start page

1063

End page

1083

Subjects

Polar codes

•

ergodic theory

•

binary operations

•

quasigroup

•

polarizing operations

•

multiple access channels

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTHI  
Available on Infoscience
March 27, 2017
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/135902
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