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VLC-Based Positioning System for an Indoor Environment Using an Image Sensor and an Accelerometer Sensor

机译:基于VLC的室内环境定位系统使用图像传感器和加速度传感器

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摘要

Recently, it is believed that lighting and communication technologies are being replaced by high power LEDs, which are core parts of the visible light communication (VLC) system. In this paper, by taking advantages of VLC, we propose a novel design for an indoor positioning system using LEDs, an image sensor (IS) and an accelerometer sensor (AS) from mobile devices. The proposed algorithm, which provides a high precision indoor position, consists of four LEDs mounted on the ceiling transmitting their own three-dimensional (3D) world coordinates and an IS at an unknown position receiving and demodulating the signals. Based on the 3D world coordinates and the 2D image coordinate of LEDs, the position of the mobile device is determined. Compared to existing algorithms, the proposed algorithm only requires one IS. In addition, by using an AS, the mobile device is allowed to have arbitrary orientation. Last but not least, a mechanism for reducing the image sensor noise is proposed to further improve the accuracy of the positioning algorithm. A simulation is conducted to verify the performance of the proposed algorithm.
机译:近来,人们相信照明和通信技术已被高功率LED取代,高功率LED是可见光通信(VLC)系统的核心部分。在本文中,通过利用VLC的优势,我们为使用移动设备的LED,图像传感器(IS)和加速度传感器(AS)的室内定位系统提出了一种新颖的设计。所提出的算法可提供高精度的室内位置,该算法由安装在天花板上的四个LED发射它们自己的三维(3D)世界坐标以及位于未知位置的IS接收和解调信号组成。基于LED的3D世界坐标和2D图像坐标,确定移动设备的位置。与现有算法相比,该算法仅需要一个IS。另外,通过使用AS,允许移动设备具有任意取向。最后但并非最不重要的是,提出了一种用于降低图像传感器噪声的机制,以进一步提高定位算法的准确性。进行仿真以验证所提出算法的性能。

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