| 基于卡尔曼滤波的数据融合在无线传感器网络中的研究 |
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| 引用本文： | 邓睿,戴丽莉.基于卡尔曼滤波的数据融合在无线传感器网络中的研究[J].连云港师范高等专科学校学报,2009,26(1):100-102. |
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| 作者姓名： | 邓睿 戴丽莉 |
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| 作者单位： | 连云港师范高等专科学校,自然科学系,江苏,连云港,222006 |
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| 摘 要： | 为了减少节点传输数据量和网络总能量的消耗,本文针对特定应用模型,提出了基于卡尔曼滤波的数据融合算法,并用MATLAB工具进行仿真实验,证明该融合方法提高数据精确度和可信度.
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| 关 键 词： | 无线传感器网络 数据融合 卡尔曼滤波 |
Research on Data Fusion into WSNs Based on Kalman Filter |
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| DENG Rui,DAI Li-li.Research on Data Fusion into WSNs Based on Kalman Filter[J].Journal of Lianyungang Teachers College,2009,26(1):100-102. |
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| Authors: | DENG Rui DAI Li-li |
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| Abstract: | Minimizing network traffic and energy consumption is of major concern in such networks. This paper promotes a data fusion method wireless sensor networks based on Kalman filter for this problem, according to the specific applica-tion model. Then it uses simulation tool of MATLAB to hate a simulating experiment. The results indicate that this data fusion method improves the precision and the feasibility of the data. |
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| Keywords: | wireless sensor networks data fusion Kalman filter |
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