A Swarm-based Routing Protocol for Wireless Sensor Networks

M. Paone, L. Paladina, Dario Bruneo, A. Puliafito
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引用次数: 18

Abstract

Wireless sensor networks are a new emerging area where swarm intelligence can be applied with interesting implications. In fact, a strong analogy between unicellular organism colonies and wireless sensor networks can be emphasized: a sensor network can be viewed as a "colony" of simple, scarce resource nodes that, autonomously, are able only to perform simple tasks, but all together can accomplish very complex problems. In this paper we propose a routing protocol with interesting properties: self organization, fault tolerance and environmental adaptation. The proposed protocol was inspired by the well known behavior (in artificial life studies) of "Slime Mold". Such colony of unicellular organisms organizes itself in clusters by pheromone generation and evaporation mechanisms. In a similar manner our protocol manages the data traffic in clusters towards the sink nodes using the gradient concept and reaching high levels of autonomy. We analyze the proposed protocol to examine the performances and the adaptation properties using simulation techniques.
基于群的无线传感器网络路由协议
无线传感器网络是一个新兴的领域,群体智能可以在其中得到有趣的应用。事实上,可以强调单细胞生物群体和无线传感器网络之间的强烈类比:传感器网络可以被视为一个简单的、稀缺资源节点的“群体”,这些节点只能自主地执行简单的任务,但它们一起可以完成非常复杂的问题。本文提出了一种具有自组织、容错和环境适应性的路由协议。该方案的灵感来自于众所周知的“黏液霉菌”行为(在人工生命研究中)。这种单细胞生物群体通过信息素的产生和蒸发机制将自身组织成集群。以类似的方式,我们的协议使用梯度概念管理集群中流向汇聚节点的数据流量,并达到高度自治。我们分析了所提出的协议,并使用仿真技术检查了性能和自适应特性。
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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