一种具有进化移动性的异构wsn多目标混合路由算法

N. Kulkarni, N. Prasad, R. Prasad
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引用次数: 25

摘要

研究人员在设计各种应用的无线传感器网络和协议时面临着许多挑战。在所有保持连接和利用网络生命周期的问题中,这是一个需要认真考虑的问题。为了解决这两个问题,作者考虑了移动无线传感器网络(MWSNs)。提出了一种具有进化移动性的异构无线传感器网络多目标混合路由协议。EMRP通过平均能耗、控制开销、反应时间、LQI、HOP Count等指标选择从源节点到sink的最优路径。利用平均剩余能量(ARE)、时延和归一化路由负载等参数,将EMRP与简单混合路由协议(SHRP)和动态多目标路由算法(DyMORA)等效。EMRP与SHRP和DyMORA的相关性分别提高4.93%和5.15%。与DyMORA相比,EMRP的延迟减少了6%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Evolutionary Mobility Aware Multi-Objective Hybrid Routing Algorithm for Heterogeneous WSNs
Researchers have faced numerous challenges while designing WSNs and protocols in numerous applications. Amongst all sustaining connectivity and capitalizing on the network lifetime is a serious deliberation. To tackle these two problems, the authors have considered Mobile Wireless Sensor Networks (MWSNs). In this paper, the authors put forward an Evolutionary Mobility aware multi-objective hybrid Routing Protocol for heterogeneous wireless sensor networks (EMRP). EMRP selects the optimal path from source node to sink by means of various metrics such as Average Energy consumption, Control Overhead, Reaction Time, LQI, and HOP Count. The Performance of EMRP when equated with Simple Hybrid Routing Protocol (SHRP) and Dynamic Multi-Objective Routing Algorithm (DyMORA) using parameters such as Average Residual Energy (ARE), Delay and Normalized Routing Load. EMRP improves AES by a factor of 4.93% as related to SHRP and 5.15% as related to DyMORA. EMRP has a 6% lesser delay as compared with DyMORA.
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