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WLAN指纹定位中AP选择策略研究

程金晶 魏东岩 唐阳阳

计算机技术与发展Issue(3):1-5,5.
计算机技术与发展Issue(3):1-5,5.DOI:10.3969/j.issn.1673-629X.2015.03.001

WLAN指纹定位中AP选择策略研究

Research on AP Selection Strategy Based on WLAN Fingerprint Positioning

程金晶 1魏东岩 2唐阳阳1

作者信息

  • 1. 中国科学院 光电研究院,北京 100094
  • 2. 中国科学院大学,北京 100094
  • 折叠

摘要

Abstract

The fingerprint positioning technology based on WLAN (Wireless Local Area Network) is the hotspot in the field of indoor positioning at present. With the popularity of WLAN in public places such as shopping malls,universities and office buildings,there are many available terminal AP (Access Point) nodes because of the high density of AP distribution,which provide good foundation for WLAN-based positioning. However,since the signal instability caused by frequently blocking and occasional failure of AP nodes,optimal positioning result cannot be guaranteed in the case of using all available AP nodes. The selection algorithm of AP nodes is more deman-ding in such a case. In this paper,four novel AP selection algorithms were proposed. The real-world experiments were carried out to veri-fy the proposed algorithms. The result shows that the selection of AP is essential and necessary in terms of achieving better positioning performance. Moreover,appropriate AP selection algorithm can effectively improve the positioning accuracy.

关键词

WLAN/指纹定位/AP节点选择/定位精度

Key words

WLAN/fingerprint positioning/AP nodes selection/positioning accuracy

分类

信息技术与安全科学

引用本文复制引用

程金晶,魏东岩,唐阳阳..WLAN指纹定位中AP选择策略研究[J].计算机技术与发展,2015,(3):1-5,5.

基金项目

国家“863”高技术发展计划项目(2012AA121005) (2012AA121005)

计算机技术与发展

OACSTPCD

1673-629X

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