Evolutionary power-aware routing in VANETs using Monte-Carlo simulation

J. Toutouh, Sergio Nesmachnow, E. Alba
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引用次数: 9

Abstract

This work addresses the reduction of power consumption of the AODV routing protocol in vehicular networks as an optimization problem. Nowadays, network designers focus on energy-aware communication protocols, specially to deploy wireless networks. Here, we introduce an automatic method to search for energy-efficient AODV configurations by using an evolutionary algorithm and parallel Monte-Carlo simulations to improve the accuracy of the evaluation of tentative solutions. The experimental results demonstrate that significant power consumption improvements over the standard configuration can be attained, with no noteworthy loss in the quality of service.
基于蒙特卡罗仿真的vanet中进化功率感知路由
本工作将降低AODV路由协议在车载网络中的功耗作为一个优化问题。目前,网络设计者关注于能量感知通信协议,特别是部署无线网络。本文介绍了一种利用进化算法和并行蒙特卡罗模拟来自动搜索节能AODV配置的方法,以提高评估暂定解的准确性。实验结果表明,与标准配置相比,可以获得显着的功耗改进,而服务质量没有明显损失。
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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