Enabling Vehicle-to-Vehicle Trust in Rural Areas: An Evaluation of a Pre-Signature Scheme for Infrastructure-Limited Environments

Future Internet Pub Date : 2024-02-26 DOI:10.3390/fi16030077
Dimah Almani, Tim Muller, Xavier Carpent, T. Yoshizawa, Steven Furnell
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Abstract

This research investigates the deployment and effectiveness of the novel Pre-Signature scheme, developed to allow for up-to-date reputation being available in Vehicle-to-Vehicle (V2V) communications in rural landscapes, where the communications infrastructure is limited. We discuss how existing standards and specifications can be adjusted to incorporate the Pre-Signature scheme to disseminate reputation. Addressing the unique challenges posed by sparse or irregular Roadside Units (RSUs) coverage in these areas, the study investigates the implications of such environmental factors on the integrity and reliability of V2V communication networks. Using the widely used SUMO traffic simulation tool, we create and simulate real-world rural scenarios. We have conducted an in-depth performance evaluation of the Pre-Signature scheme under the typical infrastructural limitations encountered in rural scenarios. Our findings demonstrate the scheme’s usefulness in scenarios with variable or constrained RSUs access. Furthermore, the relationships between the three variables, communication range, amount of RSUs, and degree of home-to-vehicle connectivity overnight, are studied, offering an exhaustive analysis of the determinants influencing V2V communication efficiency in rural contexts. The important findings are (1) that access to accurate Reputation Values increases with all three variables and (2) the necessity of Pre-Signatures decreases if the amount and range of RSUs increase to high numbers. Together, these findings imply that areas with a low degree of adoption of RSUs (typically rural areas) benefit the most from our approach.
在农村地区实现车对车信任:针对基础设施有限环境的预签名计划评估
本研究调查了新颖的预签名方案的部署和有效性,该方案的开发是为了在通信基础设施有限的农村地区提供车对车(V2V)通信中的最新声誉。我们讨论了如何调整现有的标准和规范,以纳入预签名方案来传播信誉。针对这些地区路边装置(RSU)覆盖稀疏或不规则所带来的独特挑战,本研究调查了这些环境因素对 V2V 通信网络完整性和可靠性的影响。利用广泛使用的 SUMO 交通模拟工具,我们创建并模拟了真实的农村场景。在农村场景中遇到的典型基础设施限制条件下,我们对预签名方案进行了深入的性能评估。我们的研究结果表明,该方案在 RSU 接入可变或受限的情况下非常有用。此外,我们还研究了通信范围、RSU 数量和家庭到车辆的隔夜连接程度这三个变量之间的关系,对影响农村 V2V 通信效率的决定因素进行了详尽的分析。研究的重要发现有:(1)获得准确声誉值的机会随着所有三个变量的增加而增加;(2)如果 RSU 的数量和范围增加到很高的数量,预签名的必要性就会降低。这些发现共同表明,采用 RSU 较少的地区(通常是农村地区)从我们的方法中获益最多。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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