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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...

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Detalles Bibliográficos
Autores principales: Zhang, Yiqian, Zhu, Tiantian, Li, Congduan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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