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Hybrid indoor localization scheme with image sensor-based visible light positioning and pedestrian dead reckoning
34
Citations
19
References
2019
Year
Positioning SchemeLocation TrackingRf LocalizationEngineeringLocation EstimationLocation AwarenessEye TrackingWearable TechnologyVisible Light PositioningLocalization TechniquePedestrian Dead ReckoningIndoor Positioning SystemLocalization
In this paper, we propose a hybrid indoor localization scheme with image sensor-based visible light positioning and pedestrian dead reckoning. The architecture and algorithm of the proposed positioning scheme are analyzed. We build and demonstrate two different positioning prototypes with single/multiple cells, which are based on a commercial light-emitting diode lamp and off-the-shelf mobile phone equipped with an image sensor and inertial measurement unit. Experimental results show that the proposed visible light positioning scheme can achieve both cell recognition and three-dimensional positioning with a single captured image of a single light source, and the positioning error is only several centimeters. Moreover, with the proposed hybrid positioning algorithm consisting of visible light positioning and pedestrian dead reckoning, we achieved real-time decimeter-level indoor location tracking continuously and robustly with sparse light-source beacons in an actual indoor scenario.
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