| 基于虚拟网格的无线传感器网络数据融合算法 |
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| 引用本文： | 甄志军,鲁士文.基于虚拟网格的无线传感器网络数据融合算法[J].传感器与微系统,2010,29(9). |
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| 作者姓名： | 甄志军 鲁士文 |
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| 作者单位： | 中国科学院研究生院; |
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| 摘 要： | 无线传感器网络的能量供应和通信带宽等资源相对有限,难以适应大量数据的传输,需要在网络内部对原始监测数据进行压缩或聚合处理.为了充分利用其空间和时间相关性来进行数据压缩,提出了一种基于虚拟网格的数据融合算法.该算法基于虚拟网格来构建采集数据矩阵,并分别利用时域差分和二维离散余弦变换来去除时间和空间冗余.仿真实验和理论分析表明:该算法具有良好的压缩性能,有效地降低了节点能耗和提高了网络生命周期.
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| 关 键 词： | 无线传感器网络 数据融合 压缩 离散余弦变换 虚拟网格 |
A data aggregation algorithm based on virtual grids in wireless sensor networks |
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| ZHEN Zhi-jun,LU Shi-wen.A data aggregation algorithm based on virtual grids in wireless sensor networks[J].Transducer and Microsystem Technology,2010,29(9). |
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| Authors: | ZHEN Zhi-jun LU Shi-wen |
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| Affiliation: | ZHEN Zhi-jun,LU Shi-wen (Graduate University of Chinese Academy of Sciences,Beijing 100049,China) |
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| Abstract: | Due to its limited resources such as energy supply and transmission capacity,wireless sensor networks cannot adapt to the transmission of a large number of datas.Therefore,it is necessary for raw datas to perform in-network compression or aggregation.A data aggregation algorithm based on virtual grids is proposed for the purpose of data compressing by making full use of the spatial and temporal correlation.The algorithm constructs arrays of data acquisition based on virtual grids,and removes spatial and tem... |
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| Keywords: | wireless sensor networks data aggregation compression DCT virtual grids |
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