Improving Wi-Fi Indoor Positioning via AP Sets Similarity and Semi-Supervised Affinity Propagation Clustering

Indoor localization techniques using Wi-Fi fingerprints have become prevalent in recent years because of their cost-effectiveness and high accuracy. The most common algorithm adopted for Wi-Fi fingerprinting is weighted K -nearest neighbors (WKNN), which calculates K -nearest neighboring points to a...

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Bibliographic Details
Main Authors: Xuke Hu, Jianga Shang, Fuqiang Gu, Qi Han
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2015-01-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2015/109642