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Multilateration Approach for Wide Range Visible Light Indoor Positioning System Using Mobile CMOS Image Sensor
- Source :
- Applied Sciences, Volume 11, Issue 16, Applied Sciences, Vol 11, Iss 7308, p 7308 (2021)
- Publication Year :
- 2021
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2021.
-
Abstract
- Visible light positioning (VLP) is a cost-effective solution to the increasing demand for real-time indoor positioning. However, owing to high computational costs and complicated image processing procedures, most of the existing VLP systems fail to deliver real-time positioning ability and better accuracy for image sensor-based large-area indoor environments. In this study, an effective method is proposed to receive coordinate information from multiple light-emitting diode (LED) lights simultaneously. It provides better accuracy in large experimental areas with many LEDs by using a smartphone-embedded image sensor as a terminal device and the existing LED lighting infrastructure. A flicker-free frequency shift on–off keying line coding modulation scheme was designed for the positioning system to ensure a constant modulated frequency. We tested the performance of the decoding accuracy with respect to vertical and horizontal distance, which utilizes a rolling shutter mechanism of a complementary metal-oxide-semiconductor image sensor. The experimental results of the proposed positioning system can provide centimeter-level accuracy with low computational time, rendering it a promising solution for the future direction of large-area indoor positioning systems.
- Subjects :
- Technology
Positioning system
Computer science
QH301-705.5
QC1-999
Real-time computing
Image processing
Rendering (computer graphics)
Indoor positioning system
General Materials Science
Image sensor
Biology (General)
Instrumentation
QD1-999
Fluid Flow and Transfer Processes
CMOS sensor
Process Chemistry and Technology
Physics
General Engineering
Rolling shutter
wide-area positioning
Multilateration
Engineering (General). Civil engineering (General)
visible light positioning
Computer Science Applications
light emitting diode
Chemistry
TA1-2040
Subjects
Details
- Language :
- English
- ISSN :
- 20763417
- Database :
- OpenAIRE
- Journal :
- Applied Sciences
- Accession number :
- edsair.doi.dedup.....d5fa5b455d52ccab919e9e89979ad00f
- Full Text :
- https://doi.org/10.3390/app11167308