Title :
Performance of polar codes with the construction using density evolution
Author :
Mori, Ryuhei ; Tanaka, Toshiyuki
Author_Institution :
Dept. of Syst. Sci., Kyoto Univ., Kyoto, Japan
fDate :
7/1/2009 12:00:00 AM
Abstract :
Polar coding, proposed by Arikan, makes it possible to construct capacity-achieving codes for symmetric binary-input discrete memoryless channels, with low encoding and decoding complexity. Complexity of the originally proposed code construction method, however, grows exponentially in the block-length unless a channel is the binary erasure channel. Recently, the authors have proposed a new capacity-achieving code construction method with linear complexity in the block-length for arbitrary symmetric binary-input memoryless channels. In this letter, we evaluate performance of polar codes designed with the new construction method, and compare it with that of the codes constructed with another heuristic method with linear complexity proposed by Arikan.
Keywords :
binary codes; computational complexity; decoding; binary erasure channel; capacity-achieving code construction method; decoding complexity; density evolution; linear complexity; low encoding complexity; polar codes; symmetric binary-input discrete memoryless channel; Arithmetic; Belief propagation; Linear code; Maximum likelihood decoding; Memoryless systems; Polarization; Statistics; Symmetric matrices; Channel polarization, polar codes, code construction, belief propagation, density evolution.;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2009.090428