Improved Neighboring Reference Points Selection Method for Wi-Fi Based Indoor Localization

Reference point (RP)-based methods such as K nearest neighbor (KNN) and k-means are frequently used for indoor location using received signal strength indicator fingerprints. However, these traditional RP-based algorithms (also termed clustering algorithms) do not use the information of geometric pr...

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Veröffentlicht in:	IEEE sensors letters 2018-06, Vol.2 (2), p.1-4
Hauptverfasser:	Xue, Weixing, Hua, Xianghong, Li, Qingquan, Yu, Kegen, Qiu, Weining
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Buildings Clustering Clustering algorithms Error analysis Fingerprint recognition geometric proximity indoor location Office buildings physical distance Received signal strength indicator reference point (RP) Sensor applications Sensors Signal strength Wireless fidelity
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