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Design and Experimental Characterization of a Discovery and Tracking System for Optical Camera Communications
- Source :
- Sensors, Volume 21, Issue 9, Sensors (Basel, Switzerland), Sensors, Vol 21, Iss 2925, p 2925 (2021)
- Publication Year :
- 2021
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2021.
-
Abstract
- Visible light communications (VLC) technology is emerging as a candidate to meet the demand for interconnected devices’ communications. However, the costs of incorporating specific hardware into end-user devices slow down its market entry. Optical camera communication (OCC) technology paves the way by reusing cameras as receivers. These systems have generally been evaluated under static conditions, in which transmitting sources are recognized using computationally expensive discovery algorithms. In vehicle-to-vehicle networks and wearable devices, tracking algorithms, as proposed in this work, allow one to reduce the time required to locate a moving source and hence the latency of these systems, increasing the data rate by up to 2100%. The proposed receiver architecture combines discovery and tracking algorithms that analyze spatial features of a custom RGB LED transmitter matrix, highlighted in the scene by varying the cameras’ exposure time. By using an anchor LED and changing the intensity of the green LED, the receiver can track the light source with a slow temporal deterioration. Moreover, data bits sent over the red and blue channels do not significantly affect detection, hence transmission occurs uninterrupted. Finally, a novel experimental methodology to evaluate the evolution of the detection’s performance is proposed. With the analysis of the mean and standard deviation of novel K parameters, it is possible to evaluate the detected region-of-interest scale and centrality against the transmitter source’s ideal location.
- Subjects :
- Computer science
Real-time computing
Latency (audio)
Visible light communication
02 engineering and technology
TP1-1185
Tracking (particle physics)
Biochemistry
Article
Analytical Chemistry
0202 electrical engineering, electronic engineering, information engineering
Electrical and Electronic Engineering
optical camera communications
tracking system
Instrumentation
Wearable technology
business.industry
detection system
K parameters
Chemical technology
Transmitter
020206 networking & telecommunications
Tracking system
Atomic and Molecular Physics, and Optics
test system for tracking systems
Transmission (telecommunications)
RGB color model
020201 artificial intelligence & image processing
discovery system
business
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Database :
- OpenAIRE
- Journal :
- Sensors
- Accession number :
- edsair.doi.dedup.....5a3360c14c6097442009b40c5cc8560f
- Full Text :
- https://doi.org/10.3390/s21092925