Title :
Design of a GF(64)-LDPC Decoder Based on the EMS Algorithm
Author :
Boutillon, E. ; Conde-Canencia, L. ; Al Ghouwayel, Ali
Author_Institution :
Lab.-STICC Lab., Univ. de Bretagne, Lorient, France
Abstract :
This paper presents the architecture, performance and implementation results of a serial GF(64)-LDPC decoder based on a reduced-complexity version of the Extended Min-Sum algorithm. The main contributions of this work correspond to the variable node processing, the codeword decision and the elementary check node processing. Post-synthesis area results show that the decoder area is less than 20% of a Virtex 4 FPGA for a decoding throughput of 2.95 Mbps. The implemented decoder presents performance at less than 0.7 dB from the Belief Propagation algorithm for different code lengths and rates. Moreover, the proposed architecture can be easily adapted to decode very high Galois Field orders, such as GF(4096) or higher, by slightly modifying a marginal part of the design.
Keywords :
Galois fields; decoding; parity check codes; EMS algorithm; GF(64)-LDPC decoder design; Galois field orders; Virtex 4 FPGA; belief propagation algorithm; bit rate 2.95 Mbit/s; codeword decision; elementary check node processing; extended min-sum algorithm; post-synthesis area; variable node processing; Algorithm design and analysis; Complexity theory; Computer architecture; Decoding; Iterative decoding; Random access memory; Extended Min Sum algorithm; FPGA synthesis; low-complexity architecture; non-binary low-density parity-check decoders;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2013.2279186