PCA clustering algorithm for indoor positioning in WLAN

PCA clustering algorithm for indoor positioning in WLAN

In WLAN indoor location system,aiming at the problem of time-varying characteristic of received signal strength (RSS) which reduces indoor positioning accuracy,a clustering algorithm based on principal component analysis (PCA) albino RSS was put forward.The algorithm firstly treated the RSS with PCA...

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Bibliographic Details
Main Authors: Mingji YANG, Kaiyi LIU, Dan SHAO
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2016-07-01
Series:Dianxin kexue
Subjects:
WLAN
indoor positioning
remove the correlation
PCA
clustering algorithm
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016186/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016186/

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