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Mechanism of Immune System Based Multipath Fault Tolerant Routing Algorithm for Wireless Sensor Networks

机译:基于免疫系统的无线传感器网络多径容错路由机制

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It is significant to improve fault tolerance and transmission reliability for improving the overall performance of wireless sensor networks. Related studies on this issue become the hotspot at present. For issues that nodes fault or link quality can affect the transmission stability and reliability of the network, mechanism of immune system based multipath fault tolerant routing algorithm is presented for wireless sensor networks. Firstly, mechanism of immune system is adopted to establish the hierarchical clustering topology with superior performance of clustering compactness. Then nodes’ comprehensive measurement (CM) values are calculated and the contour lines are established among cluster heads according to nodes gradient. Mechanism of immune system is applied to do the variation on the initial antibody population, namely, the multiple disjoint paths, to establish the final optimal transmission paths. Mathematical model is established to do the theoretical analysis on the performance of the algorithm. Through the simulation on the packet receiving rate, accuracy rate, and energy efficiency, the algorithm improves the transmission reliability, energy efficiency of the network, and shows superior performance of fault tolerance.
机译:改善容错性和传输可靠性对于改善无线传感器网络的整体性能具有重要意义。有关此问题的相关研究成为当前的热点。针对节点故障或链路质量会影响网络传输稳定性和可靠性的问题,提出了基于免疫系统的多传感器容错路由算法,用于无线传感器网络。首先,采用免疫系统机制建立具有优良的聚类紧凑性的分层聚类拓扑。然后计算节点的综合测量值(CM),并根据节点的梯度在簇头之间建立轮廓线。应用免疫系统机制对初始抗体群体即多个不相交的路径进行变异,以建立最终的最佳传递路径。建立数学模型,对算法的性能进行理论分析。通过对数据包接收率,准确率和能效的仿真,提高了网络的传输可靠性,能效,并表现出优异的容错性能。

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