Protograph-Based Design for QC Polar Codes
Abstract
We propose a new family of polar coding which realizes high coding gain, low complexity, and high throughput by introducing a protograph-based design. The proposed technique called as quasi-cyclic (QC) polar codes can be highly parallelized without sacrificing decoding complexity. We analyze short cycles in the protograph polar codes and develop a design method to increase the girth. Our approach can resolve the long-standing unsolved problem that belief propagation (BP) decoding does not work well for polar codes due to the inherently short cycles. We demonstrate that a high lifting factor of QC polar codes can improve the performance and that QC polar codes with BP decoding can outperform conventional polar codes with state-of-the-art list decoding. Moreover, we show that a greedy pruning method can improve the performance-complexity trade-off.
Keywords
Cite
@article{arxiv.2102.12629,
title = {Protograph-Based Design for QC Polar Codes},
author = {Toshiaki Koike-Akino and Ye Wang},
journal= {arXiv preprint arXiv:2102.12629},
year = {2021}
}
Comments
6 pages, 8 figures, under review in ISIT