ColorBars:使用色移键控增加led到摄像机通信的数据速率

Pengfei Hu, P. Pathak, Xiaotao Feng, Hao Fu, P. Mohapatra
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引用次数: 86

摘要

led到摄像头的通信允许用于照明目的的led调制和传输数据,这些数据可以被智能手机、可穿戴智能眼镜等移动设备中的摄像头传感器接收。这种通信具有一种独特的特性,即用户可以直观地识别发射器(即LED)并具体地从发射器接收信息。它可以支持各种新颖的应用,如通过移动设备增强现实,使用智能标志的导航,细粒度的特定位置广告等。然而,当前led到摄像机通信技术中可实现的数据速率仍然非常低(≈12字节每秒),无法支持任何实际应用。在本文中,我们提出了ColorBars,一个LED到相机的通信系统,它利用彩色移位键控(CSK)来调制由LED传输的不同颜色的数据。它利用了日益流行的三led (RGB),可以发出广泛的颜色。我们证明了商用相机可以高效、准确地解调颜色符号。ColorBars确保无闪烁和可靠的通信,即使在存在帧间损失和多样性的卷帘式相机。我们在嵌入式平台上实现ColorBars,并以Android和iOS智能手机作为接收器对其进行评估。我们的评估表明,ColorBars在Nexus 5上可以实现5.2 Kbps的数据速率,在iPhone 5S上可以实现2.5 Kbps的数据速率,明显高于之前的方法。研究还表明,较低的CSK调制(例如4和8 CSK)提供极低的符号错误率(< 10—3),使其成为可靠的led到摄像机通信的理想选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ColorBars: increasing data rate of LED-to-camera communication using color shift keying
LED-to-camera communication allows LEDs deployed for illumination purposes to modulate and transmit data which can be received by camera sensors available in mobile devices like smartphones, wearable smart-glasses etc. Such communication has a unique property that a user can visually identify a transmitter (i.e. LED) and specifically receive information from the transmitter. It can support a variety of novel applications such as augmented reality through mobile devices, navigation using smart signs, fine-grained location specific advertisement etc. However, the achievable data rate in current LED-to-camera communication techniques remains very low (≈ 12 bytes per second) to support any practical application. In this paper, we present ColorBars, an LED-to-camera communication system that utilizes Color Shift Keying (CSK) to modulate data using different colors transmitted by the LED. It exploits the increasing popularity of Tri-LEDs (RGB) that can emit a wide range of colors. We show that commodity cameras can efficiently and accurately demodulate the color symbols. ColorBars ensures flicker-free and reliable communication even in the presence of inter-frame loss and diversity of rolling shutter cameras. We implement ColorBars on embedded platform and evaluate it with Android and iOS smartphones as receivers. Our evaluation shows that ColorBars can achieve a data rate of 5.2 Kbps on Nexus 5 and 2.5 Kbps on iPhone 5S, which is significantly higher than previous approaches. It is also shown that lower CSK modulations (e.g. 4 and 8 CSK) provide extremely low symbol error rates (< 10--3), making them a desirable choice for reliable LED-to-camera communication.
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