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Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix

Spatially coupled low density parity check (SC-LDPC) are prominent candidates for future communication standards due to their “threshold saturation” properties. To evaluate the finite-length performance of SC-LDPC codes, a general and efficient finite-length analysis from the perspective of the base...

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Detalles Bibliográficos
Autores principales: Liu, Yang, Sun, Sha, Zhang, Yuzhi, Wang, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378514/
https://www.ncbi.nlm.nih.gov/pubmed/37509988
http://dx.doi.org/10.3390/e25071041
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author Liu, Yang
Sun, Sha
Zhang, Yuzhi
Wang, Bin
author_facet Liu, Yang
Sun, Sha
Zhang, Yuzhi
Wang, Bin
author_sort Liu, Yang
collection PubMed
description Spatially coupled low density parity check (SC-LDPC) are prominent candidates for future communication standards due to their “threshold saturation” properties. To evaluate the finite-length performance of SC-LDPC codes, a general and efficient finite-length analysis from the perspective of the base matrix is proposed. We analyze the evolution of the residual graphs resulting at each iteration during the decoding process based on the base matrix and then derive the expression for the error probability. To verify the effectiveness of the proposed finite-length analysis, we consider the SC-LDPC code ensembles constructed by parallelly connecting multiple chains (PC-MSC-LDPC). The analysis results show that the predicted error probabilities obtained by using the derived expression for the error probability match the simulated error probabilities. The proposed finite-length analysis provides a useful engineering tool for practical SC-LDPC code design and for analyzing the effects of the code parameters on the performances.
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spelling pubmed-103785142023-07-29 Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix Liu, Yang Sun, Sha Zhang, Yuzhi Wang, Bin Entropy (Basel) Article Spatially coupled low density parity check (SC-LDPC) are prominent candidates for future communication standards due to their “threshold saturation” properties. To evaluate the finite-length performance of SC-LDPC codes, a general and efficient finite-length analysis from the perspective of the base matrix is proposed. We analyze the evolution of the residual graphs resulting at each iteration during the decoding process based on the base matrix and then derive the expression for the error probability. To verify the effectiveness of the proposed finite-length analysis, we consider the SC-LDPC code ensembles constructed by parallelly connecting multiple chains (PC-MSC-LDPC). The analysis results show that the predicted error probabilities obtained by using the derived expression for the error probability match the simulated error probabilities. The proposed finite-length analysis provides a useful engineering tool for practical SC-LDPC code design and for analyzing the effects of the code parameters on the performances. MDPI 2023-07-11 /pmc/articles/PMC10378514/ /pubmed/37509988 http://dx.doi.org/10.3390/e25071041 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Yang
Sun, Sha
Zhang, Yuzhi
Wang, Bin
Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix
title Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix
title_full Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix
title_fullStr Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix
title_full_unstemmed Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix
title_short Finite-Length Analysis for Spatially Coupled LDPC Codes Based on Base Matrix
title_sort finite-length analysis for spatially coupled ldpc codes based on base matrix
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378514/
https://www.ncbi.nlm.nih.gov/pubmed/37509988
http://dx.doi.org/10.3390/e25071041
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