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首页> 外文期刊>International Journal of Networks and Communications >A Comparison Between Geometric and Bio-Inspired Algorithms for Solving Routing Problem in Wireless Sensor Network
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A Comparison Between Geometric and Bio-Inspired Algorithms for Solving Routing Problem in Wireless Sensor Network

机译:几何和生物启发式算法解决无线传感器网络路由问题的比较

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One of the important research topics in the literature of Wireless Sensor Network (WSN) is the design of an efficient routing protocol. This latter is a continuous challenging task due to the networks’ variable topology and limited resources. Many researchers have proposed various routing protocols for WSN using some principles taken from geometric field or modifying some classical protocols or inspiring algorithms from nature (bio-inspired system). In this paper, we have tried to make a comparison between geometric field and bio-inspired system through a case study of two algorithms: one, which has already existed, known as DIR or compass routing protocol and the other one, which is a new proposal, known as BeeRP (BeeRoutingProtocol) inspired from bees’ communication. The outcome of this work shows that both algorithms are similar having the same intrinsic principle based on direction towards the destination in routing, whereas their tools differ. Therefore; the choice of nature, with its boundless source of ideas, proves that it can give the same solutions as geometric field.
机译:无线传感器网络(WSN)文献中的重要研究主题之一是高效路由协议的设计。由于网络的可变拓扑和有限的资源,后者是一项持续的挑战性任务。许多研究人员已经提出了多种WSN路由协议,它们使用了一些来自几何领域的原理,或者修改了一些经典协议或自然界中启发性的算法(生物启发性系统)。在本文中,我们试图通过两种算法的案例进行比较,以比较几何场和生物启发系统:一种算法已经存在,称为DIR或罗盘路由协议,另一种算法是新的蜜蜂通信的启发而提出的名为BeeRP(BeeRoutingProtocol)的提案。这项工作的结果表明,两种算法都具有相似的内在原理,它们基于路由中指向目的地的方向相同,而其工具却有所不同。因此;对自然的选择及其无穷的思想来源证明了它可以提供与几何场相同的解决方案。

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