测绘与空间地理信息2024,Vol.47Issue(4) :217-220.

一种基于PGD的WIFI位置定位新算法

A New Algorithm for WIFI Position Positioning Based on PGD

梁刚 陈鹏 周鲜明
测绘与空间地理信息2024,Vol.47Issue(4) :217-220.

一种基于PGD的WIFI位置定位新算法

A New Algorithm for WIFI Position Positioning Based on PGD

梁刚 1陈鹏 1周鲜明1
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作者信息

  • 1. 重庆市勘测院,重庆 401121
  • 折叠

摘要

在利用已知指纹点位置坐标估算定位点位置时,目前大多采用WKNN.考虑到AP信号在不同方向有不同的衰减率,本文在WKNN基础上提出了基于PGD的位置定位新算法.通过实验分析,结果表明:与WKNN相比,本文提出的PGD算法具有更高的定位精度和更强的可靠性.

Abstract

When using the position coordinates of known fingerprint points to estimate the location of location points, most WKNN is used. Considering that the AP signal has different decay rates in different directions, this paper proposes a new position positioning al-gorithm based on PGD on the basis of WKNN. Through the experimental analysis, the results show that compared with WKNN, the PGD algorithm proposed in this paper has higher positioning accuracy and better reliability.

关键词

WIFI室内定位/WKNN/主梯度方向/定位精度

Key words

WIFI indoor positioning/WKNN/main gradient direction/positioning accuracy

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出版年

2024
测绘与空间地理信息
黑龙江省测绘学会

测绘与空间地理信息

影响因子:0.788
ISSN:1672-5867
参考文献量11
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