Routing Fault-Tolerance for Heterogeneous WSNs Based on an Immune Cooperative Multi-Particle-Swarm Algorithm

Yifan Hu, Xiaoming Wu, Fu-Qiang Wang, Yong Pang, Xiangzhi Liu, Jianqiang Zhang, Yong Fu
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引用次数: 1

Abstract

In this paper, we address the fault-tolerant routing problem in a heterogeneous wireless sensor network consisting of several resource-rich supernodes, and large number of energy-constrained sensor nodes. We propose the immune cooperative multi-particle-swarm algorithm (ICMPSA) to provide fast routing recovery method, in order to maintain K disjoint paths from each source node to the nearest supernode, and the available path from supernode to the sink. The key concept of our method is to efficiently repair the broken links between intercluster supernodes or intracluster sensor nodes with less network resources. Performance and analysis results of our ICMPSA based routing fault-tolerant protocol approve that it can provide reliable communication with fast bio-heuristic routing recovery mechanism, thus extend the lifetime of WSNs.
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基于免疫协同多粒子群算法的异构WSNs路由容错
本文研究了由多个资源丰富的超级节点和大量能量受限的传感器节点组成的异构无线传感器网络中的容错路由问题。为了保持每个源节点到最近超级节点的K条不相交路径,以及超级节点到汇聚节点的K条可用路径,我们提出了免疫协同多粒子群算法(ICMPSA),提供快速路由恢复方法。该方法的核心思想是利用较少的网络资源,有效地修复集群间超级节点或集群内传感器节点之间断裂的链路。基于ICMPSA的路由容错协议的性能和分析结果表明,该协议可以提供可靠的通信,并具有快速的生物启发式路由恢复机制,从而延长了wsn的生命周期。
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