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作者:

He, Jian (He, Jian.) | Wan, Zhi-Jiang (Wan, Zhi-Jiang.) | Liu, Jin-Wei (Liu, Jin-Wei.)

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摘要:

The power line being indispensable under indoor environment is firstly introduced to be as the antenna, which wideband high-frequency signals are injected into it to obtain the location fingerprint so as to achieve precise indoor positioning. Firstly, the realization technology about the injection of the wideband high-frequency signal analysis is proposed, and the construction method of the indoor location fingerprint is deeply described. Meanwhile, the indoor positioning technology based on the naive Bias classification algorithm is discussed at detail. Finally, the experimental analysis shows that the positioning technology based on naive Bayes classification algorithm has higher positioning accuracy and better adaptive ability of time migration than the positioning technology based on K-Nearest Neighbor (KNN) classification algorithm, in the case of multiple training samples. ©, 2014, Science Press. All right reserved.

关键词:

Antennas Classifiers Indoor positioning systems Learning algorithms Location Motion compensation Nearest neighbor search

作者机构:

  • [ 1 ] [He, Jian]School of Software Engineering, Beijing University of Technology, Beijing ; 100124, China
  • [ 2 ] [Wan, Zhi-Jiang]School of Software Engineering, Beijing University of Technology, Beijing ; 100124, China
  • [ 3 ] [Liu, Jin-Wei]Information Center, Beijing University of Technology, Beijing ; 100124, China

通讯作者信息:

  • [wan, zhi-jiang]school of software engineering, beijing university of technology, beijing ; 100124, china

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来源 :

Journal of Electronics and Information Technology

ISSN: 1009-5896

年份: 2014

期: 12

卷: 36

页码: 2902-2908

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 5

ESI高被引论文在榜: 0 展开所有

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