Title
Efficient Implementation of a Threshold Modified Min-Sum Algorithm for LDPC Decoders
Abstract
In this brief, we present a hardware efficient implementation of a threshold modified min-sum algorithm (MSA) to improve the performance of a low density parity-check (LDPC) decoder. The proposed architecture introduces a novel lookup table based threshold attenuation technique, called threshold attenuated MSA (TAMSA). The proposed TAMSA implementation is shown to improve bit error rate (BER) performance compared to the conventional AMSA and MSA. Furthermore, a layered version of the TAMSA implementation is investigated to reduce hardware cost. Utilizing circuit optimization techniques, including a parallel computing structure, the proposed layered TAMSA field-programmable gate array (FPGA) implementation results show that the modified architecture requires no extra circuit power or circuit area compared to conventional AMSA, and only 0.07% extra leaf cells compared to conventional MSA.
Year
DOI
Venue
2020
10.1109/TCSII.2020.3001601
IEEE Transactions on Circuits and Systems II: Express Briefs
Keywords
DocType
Volume
LDPC codes,min-sum algorithm,LDPC decoder,attenuation,FPGA
Journal
67
Issue
ISSN
Citations 
9
1549-7747
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Yanfang Liu1126.56
Wei Tang231.84
David G. M. Mitchell314720.94