Cargando…
A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications
Vehicular visible light communication is known as a promising way of inter-vehicle communication. Vehicular VLC can ensure the significant advancement of safety and efficiency in traffic. It has disadvantages, such as unexpected glare on drivers in moving conditions, i.e., non-line-of-sight link at...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659808/ https://www.ncbi.nlm.nih.gov/pubmed/34883866 http://dx.doi.org/10.3390/s21237861 |
_version_ | 1784613052588490752 |
---|---|
author | Siddique, Abrar Delwar, Tahesin Samira Ryu, Jee-Youl |
author_facet | Siddique, Abrar Delwar, Tahesin Samira Ryu, Jee-Youl |
author_sort | Siddique, Abrar |
collection | PubMed |
description | Vehicular visible light communication is known as a promising way of inter-vehicle communication. Vehicular VLC can ensure the significant advancement of safety and efficiency in traffic. It has disadvantages, such as unexpected glare on drivers in moving conditions, i.e., non-line-of-sight link at night. While designing a receiver, the most important factor is to ensure the optimal quality of the received signal. Within this context, to achieve an optimal communication quality, it is necessary to find the optimal maximum signal strength. Hereafter, a new receiver design is focused on in this paper at the circuit level, and a novel micro genetic algorithm is proposed to optimize the signal strength. The receiver can calculate the SNR, and it is possible to modify its structural design. The micro GA determines the alignment of the maximum signal strength at the receiver point rather than monitoring the signal strength for each angle. The results showed that the proposed scheme accurately estimates the alignment of the receiver, which gives the optimum signal strength. In comparison with the conventional GA, the micro GA results showed that the maximum received signal strength was improved by −1.7 dBm, −2.6 dBm for user Location 1 and user Location 2, respectively, which proves that the micro GA is more efficient. The execution time of the conventional GA was 7.1 s, while the micro GA showed 0.7 s. Furthermore, at a low SNR, the receiver showed robust communication for automotive applications. |
format | Online Article Text |
id | pubmed-8659808 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86598082021-12-10 A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications Siddique, Abrar Delwar, Tahesin Samira Ryu, Jee-Youl Sensors (Basel) Article Vehicular visible light communication is known as a promising way of inter-vehicle communication. Vehicular VLC can ensure the significant advancement of safety and efficiency in traffic. It has disadvantages, such as unexpected glare on drivers in moving conditions, i.e., non-line-of-sight link at night. While designing a receiver, the most important factor is to ensure the optimal quality of the received signal. Within this context, to achieve an optimal communication quality, it is necessary to find the optimal maximum signal strength. Hereafter, a new receiver design is focused on in this paper at the circuit level, and a novel micro genetic algorithm is proposed to optimize the signal strength. The receiver can calculate the SNR, and it is possible to modify its structural design. The micro GA determines the alignment of the maximum signal strength at the receiver point rather than monitoring the signal strength for each angle. The results showed that the proposed scheme accurately estimates the alignment of the receiver, which gives the optimum signal strength. In comparison with the conventional GA, the micro GA results showed that the maximum received signal strength was improved by −1.7 dBm, −2.6 dBm for user Location 1 and user Location 2, respectively, which proves that the micro GA is more efficient. The execution time of the conventional GA was 7.1 s, while the micro GA showed 0.7 s. Furthermore, at a low SNR, the receiver showed robust communication for automotive applications. MDPI 2021-11-26 /pmc/articles/PMC8659808/ /pubmed/34883866 http://dx.doi.org/10.3390/s21237861 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Siddique, Abrar Delwar, Tahesin Samira Ryu, Jee-Youl A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications |
title | A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications |
title_full | A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications |
title_fullStr | A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications |
title_full_unstemmed | A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications |
title_short | A Novel Optimized V-VLC Receiver Sensor Design Using μGA in Automotive Applications |
title_sort | novel optimized v-vlc receiver sensor design using μga in automotive applications |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659808/ https://www.ncbi.nlm.nih.gov/pubmed/34883866 http://dx.doi.org/10.3390/s21237861 |
work_keys_str_mv | AT siddiqueabrar anoveloptimizedvvlcreceiversensordesignusingmgainautomotiveapplications AT delwartahesinsamira anoveloptimizedvvlcreceiversensordesignusingmgainautomotiveapplications AT ryujeeyoul anoveloptimizedvvlcreceiversensordesignusingmgainautomotiveapplications AT siddiqueabrar noveloptimizedvvlcreceiversensordesignusingmgainautomotiveapplications AT delwartahesinsamira noveloptimizedvvlcreceiversensordesignusingmgainautomotiveapplications AT ryujeeyoul noveloptimizedvvlcreceiversensordesignusingmgainautomotiveapplications |