Title :
Comparison of reweighted message passing algorithms for LDPC decoding
Author :
Wymeersch, Henk ; Penna, Federico ; Savic, Vladimir ; Jun Zhao
Author_Institution :
Chalmers Univ. of Technol., Gothenburg, Sweden
Abstract :
Low density parity check (LDPC) codes can be decoded with a variety of decoding algorithms, offering a trade-off in terms of complexity, latency, and performance. We describe seven distinct LDPC decoders and provide a performance comparison for a practical regular LDPC code. Our simulations indicate that the best performance/latency trade-off is achieved by one version of the reweighted max-product decoder. When latency is not an issue, the traditional sum-product decoder yields the best performance.
Keywords :
decoding; message passing; parity check codes; LDPC decoding; low density parity check code; performance-latency trade-off; reweighted max-product decoder; reweighted message passing algorithm; sum-product decoder; Complexity theory; Decoding; Iterative decoding; Message passing; Signal to noise ratio; Standards;
Conference_Titel :
Communications (ICC), 2013 IEEE International Conference on
Conference_Location :
Budapest
DOI :
10.1109/ICC.2013.6655048