| 无线传感器网络测试系统数据融合研究 |
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| 引用本文： | 蔡科,左宪章,康健,方育奇.无线传感器网络测试系统数据融合研究[J].计算机仿真,2010,27(7):1-4,9. |
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| 作者姓名： | 蔡科 左宪章 康健 方育奇 |
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| 作者单位： | 军械工程学院电气工程系,河北,石家庄,050003 |
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| 摘 要： | 根据无线传感器网络在军事领域中研究与应用,对无线传感器网络用于军事装备测试成为新的应用方向.针对无线传感器网络在军事装备测试系统中数据冗余大、关联性强、实时性要求高等问题,为提高传输率与数据精度,提出了基于核偏最小二乘法的无线传感器网络数据融合算法.利用核偏最小二乘法对数据进行回归建模并进行仿真,实现数据快速融合.仿真结果表明,方法的可行性和有效性.
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| 关 键 词： | 无线传感器网络 数据融合 核偏最小二乘法 网络化测试 |
Data Fusion in Testing System of Wireless Sensor Networks |
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| CAI Ke,ZUO Xian-zhang,KANG Jian,FANG Yu-qi.Data Fusion in Testing System of Wireless Sensor Networks[J].Computer Simulation,2010,27(7):1-4,9. |
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| Authors: | CAI Ke ZUO Xian-zhang KANG Jian FANG Yu-qi |
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| Affiliation: | CAI Ke,ZUO Xian-zhang,KANG Jian,FANG Yu-qi (Department of Electrical Engineering,Ordnance Engineering College,Shijiazhuang Hebei 050003,China) |
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| Abstract: | With the deep -going research in wireless sensor networks(WSN) used in military domain,the WSN used in testing system of military equipment becomes a new research direction.A data aggregation algorithm based on kernel partial least-squares(KPLS) is presented to deal with the problems of the large data redundancy,strong correlation of data and the need for better real-time performance in testing system of military equipment.KPLS is used to build up a regression model and carry out data fusion quickly.The sim... |
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| Keywords: | Wireless sensor networks Data fusion Kernel partial least-squares Networked test |
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