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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Vydáno v:	IEEE photonics journal Ročník 9; číslo 6; s. 1 - 16
Hlavní autoři:	Guo, Xiansheng, Shao, Sihua, Ansari, Nirwan, Khreishah, Abdallah
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 01.12.2017
Témata:	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
On-line přístup:	Získat plný text
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