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research article

Construction of Polar Codes With Sublinear Complexity

Mondelli, Marco  
•
Hassani, S. Hamed  
•
Urbanke, Rudiger L.
May 1, 2019
Ieee Transactions On Information Theory

Consider the problem of constructing a polar code of block length N for a given transmission channel W. Previous approaches require one to compute the reliability of the N synthetic channels and then use only those that are sufficiently reliable. However, we know from two independent works by Schurch and by Bardet et al. that the synthetic channels are partially ordered with respect to degradation. Hence, it is natural to ask whether the partial order can be exploited to reduce the computational burden of the construction problem. We show that, if we take advantage of the partial order, we can construct a polar code by computing the reliability of roughly a fraction 1/log(3/2) N of the synthetic channels. In particular, we prove that N/log(3/2) N is a lower bound on the number of synthetic channels to be considered and such a bound is tight up to a multiplicative factor log log N. This set of roughly N/log(3/2) N synthetic channels is universal, in the sense that it allows one to construct polar codes for any W, and it can be identified by solving a maximum matching problem on a bipartite graph. Our proof technique consists of reducing the construction problem to the problem of computing the maximum cardinality of an antichain for a suitable partially ordered set. As such, this method is general, and it can be used to further improve the complexity of the construction problem, in case a refined partial order on the synthetic channels of polar codes is discovered.

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Type
research article
DOI
10.1109/TIT.2018.2889667
Web of Science ID

WOS:000466029900011

Author(s)
Mondelli, Marco  
Hassani, S. Hamed  
Urbanke, Rudiger L.
Date Issued

2019-05-01

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

Published in
Ieee Transactions On Information Theory
Volume

65

Issue

5

Start page

2782

End page

2791

Subjects

Computer Science, Information Systems

•

Engineering, Electrical & Electronic

•

Computer Science

•

Engineering

•

polar codes

•

partial order

•

construction problem

•

antichain

•

chain

•

polarization

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTHC  
Available on Infoscience
June 18, 2019
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/157360
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