A Novel Routing Protocol for Wireless Ad Hoc Networks Based on the Behavior of Slime Mold Physarum Polycephalum

Hudson DeVoe, Nicholas Gilmet, H. ElAarag
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Abstract

In this research, we propose a novel bio-inspired algorithm modeled after the slime mold Physarum Polycephalum. Though Physarum Polycephalum lacks a brain of any kind, it can solve mazes and develop efficient networks through simple, repeated behaviors. To improve the performance of routing algorithms in wireless ad hoc networks, we designed the Optimized Physarum Link State Routing (OPLSR) Protocol. We based the mathematical model of OPLSR on the behavior of Physarum Polycephalum to determine the node's willingness to forward packets sent from neighboring nodes. We tested our novel protocol using NS3 network simulator. We compared OPLSR to the Optimized Link State Routing (OLSR) Protocol, the most used routing protocol in wireless ad hoc networks, and Ad hoc On-Demand Distance Vector Routing (AODV) protocol in multiple network environments. Our exhaustive simulations use six important performance measures to show that OPLSR protocol outperforms OLSR and AODV protocols in various network conditions.
一种基于黏菌多头绒泡菌行为的无线自组织网络路由协议
在这项研究中,我们提出了一种新的仿生算法,以黏菌绒泡菌为模型。虽然多头绒泡菌没有任何形式的大脑,但它可以通过简单、重复的行为解决迷宫并建立有效的网络。为了提高无线自组织网络中路由算法的性能,我们设计了优化绒泡体链路状态路由(OPLSR)协议。我们基于多头绒泡菌的行为建立了OPLSR的数学模型,以确定节点转发来自相邻节点的数据包的意愿。我们使用NS3网络模拟器对新协议进行了测试。我们将OPLSR与优化链路状态路由(OLSR)协议(无线自组织网络中最常用的路由协议)和多个网络环境中的自组织按需距离矢量路由(AODV)协议进行了比较。我们的详尽模拟使用六个重要的性能指标来表明OPLSR协议在各种网络条件下优于OLSR和AODV协议。
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