An efficient approach for load balancing in vehicular ad-hoc networks

Shubham Agarwal, Avirup Das, Nabanita Das
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引用次数: 12

Abstract

With the rapid increase in vehicular traffic in urban areas, optimal use of available resources is necessary to minimize the cost while maintaining the safety, and the quality of service. For this purpose, Vehicular Ad hoc Networks (VANETs) are emerging, connecting vehicles with static road side units (RSUs) serving as a backbone. For energy efficiency, vehicles may upload data to the nearest RSU by multi-hop routing via shortest paths. But it drains the energy of the nodes nearer to the RSU faster leading to frequent recharging of batteries. For cost-efficient design and longer battery life, both optimal placement of RSUs and uniform power dissipation of nodes are necessary in VANETs. In this paper, a novel approach of load balanced routing is proposed to improve the network stability and battery lifetime in individual nodes. Assuming variable energy levels of transmission in each vehicle, our analysis establishes some upper bounds on the separation of two consecutive RSUs for nearly load balanced routing. The problem has been defined for linear network with uniform distribution of vehicles over 1-D road. Simulation studies show that the proposed scheme enhances the network performance significantly in terms of energy usage, network load and average packet delay.
一种有效的车载自组织网络负载均衡方法
随着城市车辆流量的快速增长,在保证安全、服务质量的同时,必须优化利用现有资源,使成本最小化。为此,车辆自组织网络(vanet)正在兴起,将车辆与静态路侧单元(rsu)作为主干连接起来。为了提高能源效率,车辆可以通过最短路径的多跳路由将数据上传到最近的RSU。但它会更快地消耗靠近RSU的节点的能量,导致电池频繁充电。为了实现高效的设计和更长的电池寿命,在vanet中需要优化rsu的位置和均匀的节点功耗。本文提出了一种新的负载均衡路由方法,以提高单个节点的网络稳定性和电池寿命。假设每辆车的传输能量水平是可变的,我们的分析建立了接近负载平衡路由的两个连续rsu分离的上界。将该问题定义为一维道路上车辆均匀分布的线性网络。仿真研究表明,该方案在能耗、网络负载和平均数据包延迟等方面显著提高了网络性能。
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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