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Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding
Vehicle-to-vehicle (V2V) communication has gained significant attention in the field of intelligent transportation systems. In this paper, we focus on communication scenarios involving vehicles moving in the same and opposite directions. Specifically, we model a V2V network as a dynamic multi-source...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606670/ https://www.ncbi.nlm.nih.gov/pubmed/37895575 http://dx.doi.org/10.3390/e25101454 |
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author | Zhang, Yiqian Zhu, Tiantian Li, Congduan |
author_facet | Zhang, Yiqian Zhu, Tiantian Li, Congduan |
author_sort | Zhang, Yiqian |
collection | PubMed |
description | Vehicle-to-vehicle (V2V) communication has gained significant attention in the field of intelligent transportation systems. In this paper, we focus on communication scenarios involving vehicles moving in the same and opposite directions. Specifically, we model a V2V network as a dynamic multi-source single-sink network with two-way lanes. To address rapid changes in network topology, we employ random linear network coding (RLNC), which eliminates the need for knowledge of the network topology. We begin by deriving the lower bound for the generation probability. Through simulations, we analyzed the probability distribution and cumulative probability distribution of latency under varying packet loss rates and batch sizes. Our results demonstrated that our RLNC scheme significantly reduced the communication latency, even under challenging channel conditions, when compared to the non-coding case. |
format | Online Article Text |
id | pubmed-10606670 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106066702023-10-28 Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding Zhang, Yiqian Zhu, Tiantian Li, Congduan Entropy (Basel) Article Vehicle-to-vehicle (V2V) communication has gained significant attention in the field of intelligent transportation systems. In this paper, we focus on communication scenarios involving vehicles moving in the same and opposite directions. Specifically, we model a V2V network as a dynamic multi-source single-sink network with two-way lanes. To address rapid changes in network topology, we employ random linear network coding (RLNC), which eliminates the need for knowledge of the network topology. We begin by deriving the lower bound for the generation probability. Through simulations, we analyzed the probability distribution and cumulative probability distribution of latency under varying packet loss rates and batch sizes. Our results demonstrated that our RLNC scheme significantly reduced the communication latency, even under challenging channel conditions, when compared to the non-coding case. MDPI 2023-10-17 /pmc/articles/PMC10606670/ /pubmed/37895575 http://dx.doi.org/10.3390/e25101454 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 Zhang, Yiqian Zhu, Tiantian Li, Congduan Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding |
title | Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding |
title_full | Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding |
title_fullStr | Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding |
title_full_unstemmed | Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding |
title_short | Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding |
title_sort | efficient communications in v2v networks with two-way lanes based on random linear network coding |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606670/ https://www.ncbi.nlm.nih.gov/pubmed/37895575 http://dx.doi.org/10.3390/e25101454 |
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