Nasution, Muhammad Rangga Aziz, Herfandi Herfandi, Ones Sanjerico Sitanggang, Huy Nguyen, and Yeong Min Jang. 2024. "Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep Learning" Sensors 24, no. 2: 702. https://doi.org/10.3390/s24020702

Nasution, M.R.A.; Herfandi, H.; Sitanggang, O.S.; Nguyen, H.; Jang, Y.M. Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep Learning. Sensors 2024, 24, 702. https://doi.org/10.3390/s24020702

Feature papers are submitted upon individual invitation or recommendation by the scientific editors and must receive positive feedback from the reviewers.

MicroscopeCamera4K

Nasution MRA, Herfandi H, Sitanggang OS, Nguyen H, Jang YM. Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep Learning. Sensors. 2024; 24(2):702. https://doi.org/10.3390/s24020702

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.

MicroscopeCamerawith Display

Editor’s Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of the journal.

Abstract: In recent years, optical camera communication (OCC) has garnered attention as a research focus. OCC uses optical light to transmit data by scattering the light in various directions. Although this can be advantageous with multiple transmitter scenarios, there are situations in which only a single transmitter is permitted to communicate. Therefore, this method is proposed to fulfill the latter requirement using 2D object size to calculate the proximity of the objects through an AI object detection model. This approach enables prioritization among transmitters based on the transmitter proximity to the receiver for communication, facilitating alternating communication with multiple transmitters. The image processing employed when receiving the signals from transmitters enables communication to be performed without the need to modify the camera parameters. During the implementation, the distance between the transmitter and receiver varied between 1.0 and 5.0 m, and the system demonstrated a maximum data rate of 3.945 kbps with a minimum BER of 4.2 × 10 − 3 . Additionally, the system achieved high accuracy from the refined YOLOv8 detection algorithm, reaching 0.98 mAP at a 0.50 IoU. Keywords: optical camera communication; proximity; multiple transmitters; object detection

Nasution, M.R.A.; Herfandi, H.; Sitanggang, O.S.; Nguyen, H.; Jang, Y.M. Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep Learning. Sensors 2024, 24, 702. https://doi.org/10.3390/s24020702

Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for future research directions and describes possible research applications.

Nasution MRA, Herfandi H, Sitanggang OS, Nguyen H, Jang YM. Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep Learning. Sensors. 2024; 24(2):702. https://doi.org/10.3390/s24020702

OPTIKA microscope

Some Lenses in the Carousel include Scan functionality. You will be prompted to tap to enter for the Scan experience. The data you share with Scan Lenses won’t be shared with any of our external Scan partners. For more information about what Snap does with your Scan data, see our Privacy by Product page.

Nasution, Muhammad Rangga Aziz, Herfandi Herfandi, Ones Sanjerico Sitanggang, Huy Nguyen, and Yeong Min Jang. 2024. "Proximity-Based Optical Camera Communication with Multiple Transmitters Using Deep Learning" Sensors 24, no. 2: 702. https://doi.org/10.3390/s24020702