An Efficient Stable Clustering Algorithm for Scalable Mobile Multi-Hop Networks

T. Rasheed, U. Javaid, Djamal-Eddine Meddour, L. Reynaud, K. A. Agha
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引用次数: 8

Abstract

The rapid proliferation of mobile devices has influenced the potential growth of wireless networking applications. This has lead to an augmentation in wireless ad hoc networking scenarios, particularly interesting for network operators. In this work, we present an adaptive framework for weight metric estimation and dissemination to construct stable and reliable weight-based clusters which can provide faster convergence rates and performance results for dynamic routing in mobile ad hoc networks. The framework considers critical node properties in determining a node's suitability for becoming clusterheads. It employs adaptive cluster radius and dynamic network constraints as the weight dissemination criterion. We observe that the proposed algorithm is suitable for scalable ad hoc networks and provides stable cluster formation decisions based on weighted metric approaches. Extensive performance evaluations confirm the suitability of the protocol for adaptive stable cluster formation and control overhead reduction in mobile ad hoc networks. We also provide comparisons with other clustering algorithms.
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面向可扩展移动多跳网络的高效稳定聚类算法
移动设备的迅速普及影响了无线网络应用的潜在增长。这导致了无线自组织网络场景的增加,这对网络运营商来说尤其有趣。在这项工作中,我们提出了一个自适应的权重估计和传播框架,以构建稳定可靠的基于权重的聚类,该聚类可以为移动自组织网络中的动态路由提供更快的收敛速度和性能结果。框架在确定节点是否适合成为簇头时考虑关键节点属性。采用自适应聚类半径和动态网络约束作为权值分发准则。我们观察到,该算法适用于可扩展的自组织网络,并基于加权度量方法提供稳定的聚类形成决策。广泛的性能评估证实了该协议在移动自组织网络中自适应稳定集群形成和控制开销减少的适用性。我们还提供了与其他聚类算法的比较。
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