Cargando…

ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS

Real-time global positioning is important for container-based logistics. However, a challenge in real-time global positioning arises from the frequency of both global positioning system (GPS) calls and GPS-denied environments during transportation. This paper proposes a novel system named ConGPS tha...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, Shan, Song, Zihan, Choi, Hyung-Rim, Kim, Jae-Joong, Park, Do-Myung, Park, Byung-Kwon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674482/
https://www.ncbi.nlm.nih.gov/pubmed/38005583
http://dx.doi.org/10.3390/s23229198
_version_ 1785149713268342784
author Huang, Shan
Song, Zihan
Choi, Hyung-Rim
Kim, Jae-Joong
Park, Do-Myung
Park, Byung-Kwon
author_facet Huang, Shan
Song, Zihan
Choi, Hyung-Rim
Kim, Jae-Joong
Park, Do-Myung
Park, Byung-Kwon
author_sort Huang, Shan
collection PubMed
description Real-time global positioning is important for container-based logistics. However, a challenge in real-time global positioning arises from the frequency of both global positioning system (GPS) calls and GPS-denied environments during transportation. This paper proposes a novel system named ConGPS that integrates both inertial sensor and electronic map data. ConGPS estimates the speed and heading direction of a moving container based on the inertial sensor data, the container trajectory, and the speed limit information provided by an electronic map. The directional information from magnetometers, coupled with map-matching algorithms, is employed to compute container trajectories and current positions. ConGPS significantly reduces the frequency of GPS calls required to maintain an accurate current position. To evaluate the accuracy of the system, 280 min of driving data, covering a distance of 360 km, are collected. The results demonstrate that ConGPS can maintain positioning accuracy within a GPS-call interval of 15 min, even if using low-cost inertial sensors in GPS-denied environments.
format Online
Article
Text
id pubmed-10674482
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-106744822023-11-15 ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS Huang, Shan Song, Zihan Choi, Hyung-Rim Kim, Jae-Joong Park, Do-Myung Park, Byung-Kwon Sensors (Basel) Article Real-time global positioning is important for container-based logistics. However, a challenge in real-time global positioning arises from the frequency of both global positioning system (GPS) calls and GPS-denied environments during transportation. This paper proposes a novel system named ConGPS that integrates both inertial sensor and electronic map data. ConGPS estimates the speed and heading direction of a moving container based on the inertial sensor data, the container trajectory, and the speed limit information provided by an electronic map. The directional information from magnetometers, coupled with map-matching algorithms, is employed to compute container trajectories and current positions. ConGPS significantly reduces the frequency of GPS calls required to maintain an accurate current position. To evaluate the accuracy of the system, 280 min of driving data, covering a distance of 360 km, are collected. The results demonstrate that ConGPS can maintain positioning accuracy within a GPS-call interval of 15 min, even if using low-cost inertial sensors in GPS-denied environments. MDPI 2023-11-15 /pmc/articles/PMC10674482/ /pubmed/38005583 http://dx.doi.org/10.3390/s23229198 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
Huang, Shan
Song, Zihan
Choi, Hyung-Rim
Kim, Jae-Joong
Park, Do-Myung
Park, Byung-Kwon
ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS
title ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS
title_full ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS
title_fullStr ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS
title_full_unstemmed ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS
title_short ConGPS: A Smart Container Positioning System Using Inertial Sensor and Electronic Map with Infrequent GPS
title_sort congps: a smart container positioning system using inertial sensor and electronic map with infrequent gps
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674482/
https://www.ncbi.nlm.nih.gov/pubmed/38005583
http://dx.doi.org/10.3390/s23229198
work_keys_str_mv AT huangshan congpsasmartcontainerpositioningsystemusinginertialsensorandelectronicmapwithinfrequentgps
AT songzihan congpsasmartcontainerpositioningsystemusinginertialsensorandelectronicmapwithinfrequentgps
AT choihyungrim congpsasmartcontainerpositioningsystemusinginertialsensorandelectronicmapwithinfrequentgps
AT kimjaejoong congpsasmartcontainerpositioningsystemusinginertialsensorandelectronicmapwithinfrequentgps
AT parkdomyung congpsasmartcontainerpositioningsystemusinginertialsensorandelectronicmapwithinfrequentgps
AT parkbyungkwon congpsasmartcontainerpositioningsystemusinginertialsensorandelectronicmapwithinfrequentgps