Demo: Luxapose: indoor positioning with mobile phones and visible light

Ye-Sheng Kuo, P. Pannuto, P. Dutta
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引用次数: 16

Abstract

We explore the indoor positioning problem with unmodified smartphones and slightly-modified commercial LED luminaires. The luminaires - modified to allow rapid, on-off keying - transmit their identifiers and/or locations encoded in human-imperceptible optical pulses. A camera-equipped smartphone, using just a single image frame capture, can detect the presence of the luminaires in the image, decode their transmitted identifiers and/or locations, and determine the smartphone's location and orientation relative to the luminaires. Continuous image capture and processing enables continuous position updates. The key insights underlying this work are (i) the driver circuits of emerging LED lighting systems can be easily modified to transmit data through on-off keying; (ii) the rolling shutter effect of CMOS imagers can be leveraged to receive many bits of data encoded in the optical transmissions with just a single frame capture, (iii) a camera is intrinsically an angle-of-arrival sensor, so the projection of multiple nearby light sources with known positions onto a camera's image plane can be framed as an instance of a sufficiently-constrained angle-of-arrival localization problem, and (iv) this problem can be solved with optimization techniques.
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演示:Luxapose:利用手机和可见光进行室内定位
我们探讨了未修改的智能手机和稍微修改的商用LED灯具的室内定位问题。这种灯具经过改进,可以实现快速的开关键控,以人类难以察觉的光脉冲传输它们的标识符和/或位置编码。配备摄像头的智能手机,只需使用单个图像帧捕获,就可以检测图像中灯具的存在,解码其传输标识符和/或位置,并确定智能手机相对于灯具的位置和方向。连续图像捕获和处理可以实现连续的位置更新。这项工作的关键见解是:(i)新兴LED照明系统的驱动电路可以很容易地修改,以通过开关键传输数据;(ii)的滚动快门效果CMOS成像系统可以利用获得的许多部分数据编码的光学传输只有一个单帧捕获,(iii)相机本身是一个的着陆角度传感器,所以附近多个光源的投影与已知位置到一个摄像机的图像平面框架的一个实例sufficiently-constrained的着陆角度定位问题,及(iv)和优化技术可以解决这个问题。
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