High precision nodes localization algorithm based on optimal dual-frequency comparison ranging

被引:0
|
作者
Tao-Yun Z. [1 ,2 ]
Bao-wang L. [1 ]
Yi Z. [1 ]
机构
[1] School of Electronics and Information, Northwestern Polytechnical University, Xi’an
[2] School of Information, Hunan University of Humanities, Science and Technology, Loudi
基金
中国国家自然科学基金;
关键词
dual-frequency phase-comparison method; LS (least squares); Ranging; wireless sensor network;
D O I
10.1080/1206212X.2017.1419603
中图分类号
学科分类号
摘要
Indoor localization plays an important role in medical treatment and industrial application. Dual-frequency phase-comparison method is widely applied to indoor localization. However, frequency was randomly chosen in most current dual-frequency phase-comparison schemes, which reduced the ranging accuracy. Therefore, an IL-ODFC (indoor localization scheme based on optimal dual-frequency comparison ranging) scheme was proposed. An indoor localization system and a wireless sensor nodes based on dual-phase measurement were designed and established in order to form target nodes and reference nodes and send their communication results to the location engine of indoor localization system. Firstly, reasons for errors of traditions dual-frequency phase-comparison ranging in IL-ODFC scheme was analyzed; then, the concept of frequency domain and one-time linear regression idea was introduced; next, LS (least square) method was used to choose optimal difference frequency in order to obtain accurate ranging data. After obtaining distances among three reference nodes, LS was used to estimate the location of the target nodes. The simulation result shows that the proposed IL-ODFC scheme can effectively improve location accuracy. © 2018, © 2018 Informa UK Limited, trading as Taylor & Francis Group.
引用
收藏
页码:415 / 421
页数:6
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