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一种基于PGD的WIFI位置定位新算法

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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.
A New Algorithm for WIFI Position Positioning Based on PGD
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.

WIFI indoor positioningWKNNmain gradient directionpositioning accuracy

梁刚、陈鹏、周鲜明

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重庆市勘测院,重庆 401121

WIFI室内定位 WKNN 主梯度方向 定位精度

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
年,卷(期):2024.47(4)
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