Indoor Localization Using Visible Light Via Fusion of Multiple Classifiers

We propose a localization technique by fusing multiple classifiers based on received signal strengths (RSSs) of visible light in which different intensity-modulated sinusoidal signals emitted by LEDs are captured by photodiodes placed at various grid points. First, we obtain some approximate RSSs fi...

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Veröffentlicht in:	IEEE photonics journal Jg. 9; H. 6; S. 1 - 16
Hauptverfasser:	Guo, Xiansheng, Shao, Sihua, Ansari, Nirwan, Khreishah, Abdallah
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2017
Schlagworte:	fusion localization Indoor positioning intensity modulated direct detection (IM/DD) Light emitting diodes machine learning Machine learning algorithms Optical transmitters Prediction algorithms received signal strengths (RSSs) fingerprints Receivers visible light communications (VLC)
ISSN:	1943-0655, 1943-0647
Online-Zugang:	Volltext
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