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An Efficient Index-based Data Storage Method for Wireless Sensor Networks

机译:一种有效的基于索引的无线传感器网络数据存储方法

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In Wireless Sensor Networks (WSNs), various schemes have been proposed to efficiently store and process sensed data. The appropriate method to store sensed data depends on the applications. In this study, a data storge scheme called Distributed Index-based Dominating Set (DIDS) was proposed to reduce the communication cost for transmitting data and to efficiently process data queries. This scheme is based on the idea that sensing data are stored at the nodes closed to the detecting nodes and the location information of these storing nodes is pushed to some index nodes closed to them.So queries are only needed to be routed to the index nodes instead of flooding into the whole network. Therefore, the DIDS scheme can minimize the use of limited network and computational resources while providing timely responses to queries. Moreover, This data dissemination scheme also disscusses load balance. Analysis and simulations show that the DIDS scheme outperforms the External Storage (ES) based scheme, Local Storage (LS) based scheme and the Data Centric Storage (DCS) based scheme.
机译:在无线传感器网络(WSN)中,已经提出了各种方案来有效地存储和处理感测的数据。存储感测数据的适当方法取决于应用程序。在这项研究中,提出了一种称为“基于分布式索引的控制集(DIDS)”的数据存储方案,以降低传输数据的通信成本并有效地处理数据查询。该方案基于这样的思想:将传感数据存储在与检测节点不相关的节点上,并将这些存储节点的位置信息推送到与它们不相关的一些索引节点上,因此仅需要将查询路由到索引节点而不是泛滥到整个网络。因此,DIDS方案可以在对查询提供及时响应的同时,最大限度地减少对有限网络和计算资源的使用。此外,该数据分发方案还讨论了负载平衡。分析和仿真表明,DIDS方案优于基于外部存储(ES)的方案,基于本地存储(LS)的方案和基于数据中心存储(DCS)的方案。

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