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A New VLC Localization System with the Assistance of RGB-D Camera

机译:借助RGB-D摄像机的新型VLC本地化系统

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摘要

Recently, many technologies such as Wi-Fi, camera, visible light, simultaneous localization and mapping(SLAM) are utilized to achieve high accuracy indoor localization. Using the visible light communication(VLC) technology, we can modulate light-emitting diode (LED) lights so that it can be adapted for localization as well as illumination, which is low-cost and practical. In this paper, we propose a new hybrid method, whose principle is using RGB-D camera to recognize the characteristics of the circumstance as the assistance of VLC positioning. The computer vision technology is employed to process the information captured by the RGB-D camera to help VLC positioning system derive a high accuracy location. Experiment results show that our sensor fusion positioning system is computationally efficient, and it can achieve one centimeter precision.
机译:最近,许多技术(例如Wi-Fi,摄像头,可见光,同时定位和地图绘制(SLAM))被用于实现高精度的室内定位。使用可见光通信(VLC)技术,我们可以调制发光二极管(LED)灯,使其既可以用于本地化又可以用于照明,这是低成本且实用的。在本文中,我们提出了一种新的混合方法,其原理是使用RGB-D摄像机识别环境的特征,以辅助VLC定位。计算机视觉技术用于处理由RGB-D摄像机捕获的信息,以帮助VLC定位系统得出高精度位置。实验结果表明,我们的传感器融合定位系统具有较高的计算效率,可以达到一厘米的精度。

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