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Distributed Indexing and Data Dissemination in Large Scale Wireless Sensor Networks

机译:大规模无线传感器网络中的分布式索引和数据传播

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Many data dissemination techniques have been proposed for wireless sensor networks to facilitate data dissemination and query processing. However, these techniques may not work well in a large scale sensor network where a huge amount of sensing data are generated. In this paper, we propose an integrated distributed Connected dominating set Based Indexing (CBI) data dissemination scheme to support scalable handling of large amount of sensing data in large scale wireless sensor networks. Our CBI can minimize the use of limited network and computational resources while providing timely responses to queries. Moreover, our data dissemination framework ensures scalability and load balance. Analysis and simulations are conducted to evaluate the performance of our CBI scheme. The results show that the CBI scheme outperforms the external storage-based scheme, local storage-based scheme and the data-centric storage-based scheme in overall performance.
机译:已经提出了许多数据传播技术用于无线传感器网络,以便于数据传播和查询处理。然而,这些技术可能在大规模的传感器网络中不适用于产生大量感测数据。在本文中,我们提出了一种基于索引(CBI)数据传播方案的集成分布式连接的索引(CBI)数据传播方案,以支持大规模无线传感器网络中大量感测数据的可扩展处理。我们的CBI可以最大限度地减少有限网络和计算资源的使用,同时提供对查询的及时响应。此外,我们的数据传播框架确保可扩展性和负载平衡。进行分析和模拟,以评估我们的CBI方案的表现。结果表明,CBI方案优于基于外部存储的方案,基于本地存储的方案和基于数据的基于数据的基于数据的方案。

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