IEICE TRANSACTIONS on Fundamentals
Fast Converging ADMM Penalized Decoding Method Based on Improved Penalty Function for LDPC Codes
Summary :
For low-density parity-check (LDPC) codes, the penalized decoding method based on the alternating direction method of multipliers (ADMM) can improve the decoding performance at low signal-to-noise ratios and also has low decoding complexity. There are three effective methods that could increase the ADMM penalized decoding speed, which are reducing the number of Euclidean projections in ADMM penalized decoding, designing an effective penalty function and selecting an appropriate layered scheduling strategy for message transmission. In order to further increase the ADMM penalized decoding speed, through reducing the number of Euclidean projections and using the vertical layered scheduling strategy, this paper designs a fast converging ADMM penalized decoding method based on the improved penalty function. Simulation results show that the proposed method not only improves the decoding performance but also reduces the average number of iterations and the average decoding time.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E103-A No.11 pp.1304-1307
- Publication Date
- 2020/11/01
- Publicized
- 2020/05/08
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.2020EAL2020
- Type of Manuscript
- LETTER
- Category
- Coding Theory
Authors
Biao WANG
Baoji University of Arts and Sciences
Keyword
Latest Issue
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Biao WANG, "Fast Converging ADMM Penalized Decoding Method Based on Improved Penalty Function for LDPC Codes" in IEICE TRANSACTIONS on Fundamentals,
vol. E103-A, no. 11, pp. 1304-1307, November 2020, doi: 10.1587/transfun.2020EAL2020.
Abstract: For low-density parity-check (LDPC) codes, the penalized decoding method based on the alternating direction method of multipliers (ADMM) can improve the decoding performance at low signal-to-noise ratios and also has low decoding complexity. There are three effective methods that could increase the ADMM penalized decoding speed, which are reducing the number of Euclidean projections in ADMM penalized decoding, designing an effective penalty function and selecting an appropriate layered scheduling strategy for message transmission. In order to further increase the ADMM penalized decoding speed, through reducing the number of Euclidean projections and using the vertical layered scheduling strategy, this paper designs a fast converging ADMM penalized decoding method based on the improved penalty function. Simulation results show that the proposed method not only improves the decoding performance but also reduces the average number of iterations and the average decoding time.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.2020EAL2020/_p
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@ARTICLE{e103-a_11_1304,
author={Biao WANG, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Fast Converging ADMM Penalized Decoding Method Based on Improved Penalty Function for LDPC Codes},
year={2020},
volume={E103-A},
number={11},
pages={1304-1307},
abstract={For low-density parity-check (LDPC) codes, the penalized decoding method based on the alternating direction method of multipliers (ADMM) can improve the decoding performance at low signal-to-noise ratios and also has low decoding complexity. There are three effective methods that could increase the ADMM penalized decoding speed, which are reducing the number of Euclidean projections in ADMM penalized decoding, designing an effective penalty function and selecting an appropriate layered scheduling strategy for message transmission. In order to further increase the ADMM penalized decoding speed, through reducing the number of Euclidean projections and using the vertical layered scheduling strategy, this paper designs a fast converging ADMM penalized decoding method based on the improved penalty function. Simulation results show that the proposed method not only improves the decoding performance but also reduces the average number of iterations and the average decoding time.},
keywords={},
doi={10.1587/transfun.2020EAL2020},
ISSN={1745-1337},
month={November},}
Copy
TY - JOUR
TI - Fast Converging ADMM Penalized Decoding Method Based on Improved Penalty Function for LDPC Codes
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1304
EP - 1307
AU - Biao WANG
PY - 2020
DO - 10.1587/transfun.2020EAL2020
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E103-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2020
AB - For low-density parity-check (LDPC) codes, the penalized decoding method based on the alternating direction method of multipliers (ADMM) can improve the decoding performance at low signal-to-noise ratios and also has low decoding complexity. There are three effective methods that could increase the ADMM penalized decoding speed, which are reducing the number of Euclidean projections in ADMM penalized decoding, designing an effective penalty function and selecting an appropriate layered scheduling strategy for message transmission. In order to further increase the ADMM penalized decoding speed, through reducing the number of Euclidean projections and using the vertical layered scheduling strategy, this paper designs a fast converging ADMM penalized decoding method based on the improved penalty function. Simulation results show that the proposed method not only improves the decoding performance but also reduces the average number of iterations and the average decoding time.
ER -
English
