DocumentCode
3609969
Title
Extrinsic Information Transfer Charts for Characterizing the Iterative Decoding Convergence of Fully Parallel Turbo Decoders
Author
Hoang Anh Ngo ; Maunder, Robert G. ; Hanzo, Lajos
Author_Institution
Dept. of Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
Volume
3
fYear
2015
fDate
7/7/1905 12:00:00 AM
Firstpage
2100
Lastpage
2110
Abstract
Fully parallel turbo decoders (FPTDs) have been shown to offer a more-than-sixfold processing throughput and latency improvement over the conventional logarithmic Bahl-Cocke-Jelinek-Raviv (Log-BCJR) turbo decoders. Rather than requiring hundreds or even thousands of time periods to decode each frame, such as the conventional Log-BCJR turbo decoders, the FPTD completes each decoding iteration using only one or two time periods, although up to six times as many decoding iterations are required to achieve the same error correction performance. Until now, it has not been possible to explain this increased iteration requirement using an extrinsic information transfer (EXIT) chart analysis, since the two component decoders are not alternately operated in the FPTD. Hence, in this paper, we propose a novel EXIT chart technique for characterizing the iterative exchange of not only extrinsic logarithmic likelihood ratios in the FPTD, but also the iterative exchange of extrinsic state metrics. In this way, the proposed technique can accurately predict the number of decoding iterations required for achieving iterative decoding convergence, as confirmed by the Monte Carlo simulation. The proposed technique offers new insights into the operation of FPTDs, which will facilitate improved designs in the future, in the same way as the conventional EXIT charts have enhanced the design and understanding of the conventional Log-BCJR turbo decoders.
Keywords
Monte Carlo methods; convergence of numerical methods; error correction codes; iterative decoding; maximum likelihood decoding; turbo codes; EXIT chart technique; FPTD; Log-BCJR turbo decoders; Monte Carlo simulation; component decoder; error correction performance; extrinsic information transfer chart analysis; extrinsic logarithmic likelihood ratio; fully parallel turbo decoder; iterative decoding convergence; logarithmic Bahl-Cocke-Jelinek-Raviv; Decoding; Error correction; IEEE Standards; Iterative decoding; Monte Carlo methods; Parallel processing; Throughput; Turbo codes; EXIT chart; Fully-parallel decoding; turbo code;
fLanguage
English
Journal_Title
Access, IEEE
Publisher
ieee
ISSN
2169-3536
Type
jour
DOI
10.1109/ACCESS.2015.2494861
Filename
7322183
Link To Document