Single-site indoor fingerprint localization based on MIMO-CSI

Jiancun Fan, Jianxiong Zhang,Xiaoyuan Dou

China Communications(2021)

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摘要
In order to achieve higher accuracy and lower cost of indoor localization, we propose a positioning method using multiple input and multiple output (MIMO) channel state information (CSI) as a fingerprint. The method can be divided into three stages, feature extraction, offline training and online localization. In the feature extraction, the segmented average and principal component analysis (PCA) ...
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关键词
electronics and communication engineering,indoor positioning,channel state information,neural network,PCA,WKNN
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