Back to Search
Start Over
High Speed LED-to-Camera Communication using Color Shift Keying with Flicker Mitigation
- Source :
- IEEE Transactions on Mobile Computing. 19:1603-1617
- Publication Year :
- 2020
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2020.
-
Abstract
- 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 to support any practical application. In this paper, we present $\mathsf {ColorBars}$ 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. $\mathsf {ColorBars}$ ColorBars ensures flicker-free and reliable communication even in the presence of inter-frame loss and diversity of rolling shutter cameras. We implement $\mathsf {ColorBars}$ ColorBars on embedded platform and evaluate it with Android and iOS smartphones as receivers. Our evaluation shows that $\mathsf {ColorBars}$ ColorBars can achieve a data rate of 7.7 Kbps on Nexus 5, 3.7 Kbps on iPhone 5S, and 2.9 Kbps on Samsung Note8. It is also shown that lower CSK modulations (e.g., four and eight CSK) provide extremely low symbol error rates ( $ 10 - 3 ), making them a desirable choice for reliable LED-to-camera communication.
- Subjects :
- Computer Networks and Communications
business.industry
Computer science
Transmitter
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Rolling shutter
020206 networking & telecommunications
02 engineering and technology
Communications system
law.invention
law
0202 electrical engineering, electronic engineering, information engineering
RGB color model
Electrical and Electronic Engineering
Image sensor
business
Mobile device
Software
Computer hardware
Light-emitting diode
Subjects
Details
- ISSN :
- 21619875 and 15361233
- Volume :
- 19
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Mobile Computing
- Accession number :
- edsair.doi...........0d06d55b9ddf468839800a925ea7de23
- Full Text :
- https://doi.org/10.1109/tmc.2019.2913832