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Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities
Visible-light-based transmission application plays an important role in various types of sensor services for the Internet of Things (IoTs). However, in big data scenarios, current visible-light-based systems cannot achieve concurrent high-speed communication, low-speed communication, and positioning...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384218/ https://www.ncbi.nlm.nih.gov/pubmed/37514632 http://dx.doi.org/10.3390/s23146340 |
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author | Yu, Baozhu Liu, Xiangyu Guo, Lei Wei, Xuetao Song, Song |
author_facet | Yu, Baozhu Liu, Xiangyu Guo, Lei Wei, Xuetao Song, Song |
author_sort | Yu, Baozhu |
collection | PubMed |
description | Visible-light-based transmission application plays an important role in various types of sensor services for the Internet of Things (IoTs). However, in big data scenarios, current visible-light-based systems cannot achieve concurrent high-speed communication, low-speed communication, and positioning. Therefore, in this article, we propose a smart visible-light-based fusion applications system, named Fasys, to solve the above problem for the big data traffic with heterogeneity. Specifically, for low-speed data services, we propose a novel linear block coding and bit interleaving mechanism, which enhances the LED positioning accuracy and recovers the lost data bits in the interframe gap (IFG). For high-speed data services with traffic possessing burstiness, an elegant statistical reliability analysis framework in regard to latency is proposed based on martingale theory. The backlog martingale process is constructed. Leveraging stopping time theory, a tight upper bound of unreliability is obtained. An arrival abstraction and traffic allocation scheme is designed, which contributes to decouple the reliability requirement as the maximum supportable arrival load. Finally, we implement our Fasys system, and extensive experimental results show that our system can achieve consistent high-precision positioning and low-BER data communication for low-speed data services. And the proposed martingale-based traffic allocation scheme can achieve the provisioning of reliability in regard to the latency for high-speed data services. |
format | Online Article Text |
id | pubmed-10384218 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103842182023-07-30 Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities Yu, Baozhu Liu, Xiangyu Guo, Lei Wei, Xuetao Song, Song Sensors (Basel) Article Visible-light-based transmission application plays an important role in various types of sensor services for the Internet of Things (IoTs). However, in big data scenarios, current visible-light-based systems cannot achieve concurrent high-speed communication, low-speed communication, and positioning. Therefore, in this article, we propose a smart visible-light-based fusion applications system, named Fasys, to solve the above problem for the big data traffic with heterogeneity. Specifically, for low-speed data services, we propose a novel linear block coding and bit interleaving mechanism, which enhances the LED positioning accuracy and recovers the lost data bits in the interframe gap (IFG). For high-speed data services with traffic possessing burstiness, an elegant statistical reliability analysis framework in regard to latency is proposed based on martingale theory. The backlog martingale process is constructed. Leveraging stopping time theory, a tight upper bound of unreliability is obtained. An arrival abstraction and traffic allocation scheme is designed, which contributes to decouple the reliability requirement as the maximum supportable arrival load. Finally, we implement our Fasys system, and extensive experimental results show that our system can achieve consistent high-precision positioning and low-BER data communication for low-speed data services. And the proposed martingale-based traffic allocation scheme can achieve the provisioning of reliability in regard to the latency for high-speed data services. MDPI 2023-07-12 /pmc/articles/PMC10384218/ /pubmed/37514632 http://dx.doi.org/10.3390/s23146340 Text en © 2023 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 Yu, Baozhu Liu, Xiangyu Guo, Lei Wei, Xuetao Song, Song Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities |
title | Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities |
title_full | Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities |
title_fullStr | Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities |
title_full_unstemmed | Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities |
title_short | Fasys: Visible-Light-Based Communication and Positioning Services towards Smart Cities |
title_sort | fasys: visible-light-based communication and positioning services towards smart cities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384218/ https://www.ncbi.nlm.nih.gov/pubmed/37514632 http://dx.doi.org/10.3390/s23146340 |
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