Cargando…

Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System

Utilizing fountain codes to control the peak-to-average power ratio (PAPR) is a classic scheme in Orthogonal Frequency Division Multiplexing (OFDM) wireless communication systems. However, because the robust soliton distribution (RSD) produces large-degree values, the decoding performance is severel...

Descripción completa

Detalles Bibliográficos
Autores principales: Bi, Cheng, Xiang, Zheng, Ren, Peng, Yin, Ting, Zhang, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689823/
https://www.ncbi.nlm.nih.gov/pubmed/36359631
http://dx.doi.org/10.3390/e24111541
_version_ 1784836631808704512
author Bi, Cheng
Xiang, Zheng
Ren, Peng
Yin, Ting
Zhang, Yang
author_facet Bi, Cheng
Xiang, Zheng
Ren, Peng
Yin, Ting
Zhang, Yang
author_sort Bi, Cheng
collection PubMed
description Utilizing fountain codes to control the peak-to-average power ratio (PAPR) is a classic scheme in Orthogonal Frequency Division Multiplexing (OFDM) wireless communication systems. However, because the robust soliton distribution (RSD) produces large-degree values, the decoding performance is severely reduced. In this paper, we design statistical degree distribution (SD) under a scenario that utilizes fountain codes to control the PAPR. The probability of the PAPR produced is combined with RSD to design PRSD, which enhances the smaller degree value produced. Subsequently, a particle swarm optimization (PSO) algorithm is used to search the optimal degree value between the binary exponential distribution (BED) and PRSD distribution according to the minimum average degree principle. Simulation results demonstrate that the proposed method outperforms other relevant degree distributions in the same controlled PAPR threshold, and the average degree value and decoding efficiency are remarkably improved.
format Online
Article
Text
id pubmed-9689823
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96898232022-11-25 Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System Bi, Cheng Xiang, Zheng Ren, Peng Yin, Ting Zhang, Yang Entropy (Basel) Article Utilizing fountain codes to control the peak-to-average power ratio (PAPR) is a classic scheme in Orthogonal Frequency Division Multiplexing (OFDM) wireless communication systems. However, because the robust soliton distribution (RSD) produces large-degree values, the decoding performance is severely reduced. In this paper, we design statistical degree distribution (SD) under a scenario that utilizes fountain codes to control the PAPR. The probability of the PAPR produced is combined with RSD to design PRSD, which enhances the smaller degree value produced. Subsequently, a particle swarm optimization (PSO) algorithm is used to search the optimal degree value between the binary exponential distribution (BED) and PRSD distribution according to the minimum average degree principle. Simulation results demonstrate that the proposed method outperforms other relevant degree distributions in the same controlled PAPR threshold, and the average degree value and decoding efficiency are remarkably improved. MDPI 2022-10-26 /pmc/articles/PMC9689823/ /pubmed/36359631 http://dx.doi.org/10.3390/e24111541 Text en © 2022 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
Bi, Cheng
Xiang, Zheng
Ren, Peng
Yin, Ting
Zhang, Yang
Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System
title Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System
title_full Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System
title_fullStr Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System
title_full_unstemmed Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System
title_short Statistical Degree Distribution Design for Using Fountain Codes to Control the Peak-To-Average Power Ratio in an OFDM System
title_sort statistical degree distribution design for using fountain codes to control the peak-to-average power ratio in an ofdm system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689823/
https://www.ncbi.nlm.nih.gov/pubmed/36359631
http://dx.doi.org/10.3390/e24111541
work_keys_str_mv AT bicheng statisticaldegreedistributiondesignforusingfountaincodestocontrolthepeaktoaveragepowerratioinanofdmsystem
AT xiangzheng statisticaldegreedistributiondesignforusingfountaincodestocontrolthepeaktoaveragepowerratioinanofdmsystem
AT renpeng statisticaldegreedistributiondesignforusingfountaincodestocontrolthepeaktoaveragepowerratioinanofdmsystem
AT yinting statisticaldegreedistributiondesignforusingfountaincodestocontrolthepeaktoaveragepowerratioinanofdmsystem
AT zhangyang statisticaldegreedistributiondesignforusingfountaincodestocontrolthepeaktoaveragepowerratioinanofdmsystem