Extrinsic Information Transfer Charts for Characterizing the Iterative Decoding Convergence of Fully Parallel Turbo Decoders

被引:4
作者
Ngo, Hoang Anh [1 ]
Maunder, Robert G. [1 ]
Hanzo, Lajos [1 ]
机构
[1] Univ Southampton, Dept Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
来源
IEEE ACCESS | 2015年 / 3卷
基金
欧洲研究理事会; 英国工程与自然科学研究理事会;
关键词
Fully-parallel decoding; turbo code; EXIT chart; CODES;
D O I
10.1109/ACCESS.2015.2494861
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fully parallel turbo decoders (FPTCDs) 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.
引用
收藏
页码:2100 / 2110
页数:11
相关论文
共 25 条
  • [1] [Anonymous], 2013, 136212 ETSI TS LTE
  • [2] [Anonymous], 5G WHITE PAPER
  • [3] [Anonymous], TURBO CODING TURBO E
  • [4] The Road From Classical to Quantum Codes: A Hashing Bound Approaching Design Procedure
    Babar, Zunaira
    Botsinis, Panagiotis
    Alanis, Dimitrios
    Ng, Soon Xin
    Hanzo, Lajos
    [J]. IEEE ACCESS, 2015, 3 : 146 - 176
  • [5] BERROU C, 1993, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS 93 : TECHNICAL PROGRAM, CONFERENCE RECORD, VOLS 1-3, P1064, DOI 10.1109/ICC.1993.397441
  • [6] Brejza M. F., IEEE COMMUN IN PRESS
  • [7] Cover T. M., 2001, ELEMENTS INFORM THEO, V2nd
  • [8] Hamming R. W., 1986, Coding and Information Theory
  • [9] Ilnseher T., 2012, 2012 7th International Symposium on Turbo Codes & Iterative Information Processing (ISTC), P21, DOI 10.1109/ISTC.2012.6325191
  • [10] Kliewer J., 2006, P 4 INT S TURB COD R, P1