DocumentCode :
39644
Title :
On Finite-Length Performance of Polar Codes: Stopping Sets, Error Floor, and Concatenated Design
Author :
Eslami, Ali ; Pishro-Nik, Hossein
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Massachusetts, Amherst, MA, USA
Volume :
61
Issue :
3
fYear :
2013
fDate :
Mar-13
Firstpage :
919
Lastpage :
929
Abstract :
This paper investigates properties of polar codes that can be potentially useful in real-world applications. We start with analyzing the performance of finite-length polar codes over the binary erasure channel (BEC), while assuming belief propagation as the decoding method. We provide a stopping set analysis for the factor graph of polar codes, where we find the size of the minimum stopping set. We also find the girth of the graph for polar codes. Our analysis along with bit error rate (BER) simulations demonstrate that finite-length polar codes show superior error floor performance compared to the conventional capacity-approaching coding techniques. In order to take advantage from this property while avoiding the shortcomings of polar codes, we consider the idea of combining polar codes with other coding schemes. We propose a polar code-based concatenated scheme to be used in Optical Transport Networks (OTNs) as a potential real-world application. Comparing against conventional concatenation techniques for OTNs, we show that the proposed scheme outperforms the existing methods by closing the gap to the capacity while avoiding error floor, and maintaining a low complexity at the same time.
Keywords :
channel coding; concatenated codes; error statistics; graph theory; optical fibre networks; BEC; BER simulations; OTN; belief propagation; binary erasure channel; bit error rate; concatenated design; error floor; finite-length performance; graph; optical transport networks; polar codes; stopping sets; Belief propagation; Bit error rate; Encoding; Indexes; Maximum likelihood decoding; Parity check codes; Polar codes; belief propagation; concatenated codes; error floor; stopping sets;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2013.012313.110692
Filename :
6427621
Link To Document :
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