计算机科学
计算机视觉
航位推算
人工智能
信标
可见光通信
图像传感器
跟踪(教育)
发光二极管
实时计算
光学
全球定位系统
电信
物理
心理学
教育学
作者
Heqing Huang,Bo Lin,Lihui Feng,Huichao Lv
出处
期刊:Applied Optics
[Optica Publishing Group]
日期:2019-04-16
卷期号:58 (12): 3214-3214
被引量:30
摘要
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.
科研通智能强力驱动
Strongly Powered by AbleSci AI