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Self-stabilizing (k,r)-Clustering in Wireless Ad-hoc Networks with Multiple Paths

机译:多路径无线自组网中的自稳定(k,r)聚类

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Wireless Ad-hoc networks are distributed systems that often reside in error-prone environments. Self-stabilization lets the system recover autonomously from an arbitrary state, making the system recover from errors and temporarily broken assumptions. Clustering nodes within ad-hoc networks can help in many ways like forming backbones, facilitating routing, improving scaling, aggregating information and saving power. A (k,r)-clustering assigns cluster heads so that exists k cluster heads within r communication hops for all nodes in the network while trying to minimize the total number of cluster heads. We present the first self-stabilizing distributed (k,r)-clustering algorithm. The algorithm uses synchronous communication rounds and uses multiple paths to different cluster heads for providing improved security, availability and fault tolerance. From any starting configuration the algorithm quickly assigns enough cluster heads and stabilizes towards a local minimum using a randomized scheme.
机译:无线自组织网络是通常驻留在容易出错的环境中的分布式系统。自稳定功能使系统可以从任意状态自动恢复,从而使系统可以从错误和临时破坏的假设中恢复。临时网络内的群集节点可以在许多方面提供帮助,例如形成骨干网,简化路由,改善伸缩性,聚集信息并节省电量。 (k,r)群集分配群集头,以使网络中所有节点的r个通信跃点内存在k个群集头,同时尝试最小化群集头的总数。我们提出了第一个自稳定的分布式(k,r)聚类算法。该算法使用同步通信回合,并使用到不同群集头的多个路径来提供改进的安全性,可用性和容错能力。从任何初始配置,该算法都能快速分配足够的簇头,并使用随机方案将其稳定在局部最小值。

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