Cargando…

Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle

Due to the COVID-19 virus being highly transmittable, frequently cleaning and disinfecting facilities is common guidance in public places. However, the more often the environment is cleaned, the higher the risk of cleaning staff getting infected. Therefore, strong demand for sanitizing areas in auto...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, Shih-Ping, Neo, Jin-Feng, Chen, Yu-Yao, Chen, Chien-Bang, Wu, Ting-Wei, Peng, Zheng-An, Tsai, Wei-Ting, Liou, Chong-Yi, Sheng, Wang-Huei, Mao, Shau-Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348765/
https://www.ncbi.nlm.nih.gov/pubmed/34372460
http://dx.doi.org/10.3390/s21155223
_version_ 1783735421435379712
author Huang, Shih-Ping
Neo, Jin-Feng
Chen, Yu-Yao
Chen, Chien-Bang
Wu, Ting-Wei
Peng, Zheng-An
Tsai, Wei-Ting
Liou, Chong-Yi
Sheng, Wang-Huei
Mao, Shau-Gang
author_facet Huang, Shih-Ping
Neo, Jin-Feng
Chen, Yu-Yao
Chen, Chien-Bang
Wu, Ting-Wei
Peng, Zheng-An
Tsai, Wei-Ting
Liou, Chong-Yi
Sheng, Wang-Huei
Mao, Shau-Gang
author_sort Huang, Shih-Ping
collection PubMed
description Due to the COVID-19 virus being highly transmittable, frequently cleaning and disinfecting facilities is common guidance in public places. However, the more often the environment is cleaned, the higher the risk of cleaning staff getting infected. Therefore, strong demand for sanitizing areas in automatic modes is undoubtedly expected. In this paper, an autonomous disinfection vehicle with an Ultraviolet-C (UVC) lamp is designed and implemented using an ultra-wideband (UWB) positioning sensor. The UVC dose for 90% inactivation of the reproductive ability of COVID-19 is 41.7 J/m(2), which a 40 W UVC lamp can achieve within a 1.6 m distance for an exposure time of 30 s. With this UVC lamp, the disinfection vehicle can effectively sterilize in various scenarios. In addition, the high-accuracy UWB positioning system, with the time difference of arrival (TDOA) algorithm, is also studied for autonomous vehicle navigation in indoor environments. The number of UWB tags that use a synchronization protocol between UWB anchors can be unlimited. Moreover, this proposed Gradient Descent (GD), which uses Taylor method, is a high-efficient algorithm for finding the optimal position for real-time computation due to its low error and short calculating time. The generalized traversal path planning procedure, with the edge searching method, is presented to improve the efficiency of autonomous navigation. The average error of the practical navigation demonstrated in the meeting room is 0.10 m. The scalability of the designed system to different application scenarios is also discussed and experimentally demonstrated. Hence, the usefulness of the proposed UWB sensor applied to UVC disinfection vehicles to prevent COVID-19 infection is verified by employing it to sterilize indoor environments without human operation.
format Online
Article
Text
id pubmed-8348765
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83487652021-08-08 Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle Huang, Shih-Ping Neo, Jin-Feng Chen, Yu-Yao Chen, Chien-Bang Wu, Ting-Wei Peng, Zheng-An Tsai, Wei-Ting Liou, Chong-Yi Sheng, Wang-Huei Mao, Shau-Gang Sensors (Basel) Article Due to the COVID-19 virus being highly transmittable, frequently cleaning and disinfecting facilities is common guidance in public places. However, the more often the environment is cleaned, the higher the risk of cleaning staff getting infected. Therefore, strong demand for sanitizing areas in automatic modes is undoubtedly expected. In this paper, an autonomous disinfection vehicle with an Ultraviolet-C (UVC) lamp is designed and implemented using an ultra-wideband (UWB) positioning sensor. The UVC dose for 90% inactivation of the reproductive ability of COVID-19 is 41.7 J/m(2), which a 40 W UVC lamp can achieve within a 1.6 m distance for an exposure time of 30 s. With this UVC lamp, the disinfection vehicle can effectively sterilize in various scenarios. In addition, the high-accuracy UWB positioning system, with the time difference of arrival (TDOA) algorithm, is also studied for autonomous vehicle navigation in indoor environments. The number of UWB tags that use a synchronization protocol between UWB anchors can be unlimited. Moreover, this proposed Gradient Descent (GD), which uses Taylor method, is a high-efficient algorithm for finding the optimal position for real-time computation due to its low error and short calculating time. The generalized traversal path planning procedure, with the edge searching method, is presented to improve the efficiency of autonomous navigation. The average error of the practical navigation demonstrated in the meeting room is 0.10 m. The scalability of the designed system to different application scenarios is also discussed and experimentally demonstrated. Hence, the usefulness of the proposed UWB sensor applied to UVC disinfection vehicles to prevent COVID-19 infection is verified by employing it to sterilize indoor environments without human operation. MDPI 2021-08-01 /pmc/articles/PMC8348765/ /pubmed/34372460 http://dx.doi.org/10.3390/s21155223 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
Huang, Shih-Ping
Neo, Jin-Feng
Chen, Yu-Yao
Chen, Chien-Bang
Wu, Ting-Wei
Peng, Zheng-An
Tsai, Wei-Ting
Liou, Chong-Yi
Sheng, Wang-Huei
Mao, Shau-Gang
Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle
title Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle
title_full Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle
title_fullStr Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle
title_full_unstemmed Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle
title_short Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection Vehicle
title_sort ultra-wideband positioning sensor with application to an autonomous ultraviolet-c disinfection vehicle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348765/
https://www.ncbi.nlm.nih.gov/pubmed/34372460
http://dx.doi.org/10.3390/s21155223
work_keys_str_mv AT huangshihping ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT neojinfeng ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT chenyuyao ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT chenchienbang ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT wutingwei ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT pengzhengan ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT tsaiweiting ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT liouchongyi ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT shengwanghuei ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle
AT maoshaugang ultrawidebandpositioningsensorwithapplicationtoanautonomousultravioletcdisinfectionvehicle