Cargando…
Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance
Embedding various sensors with powerful computing and storage capabilities in a small communication device, smartphones have become a prominent platform for navigation. With the increasing popularity of Apple CarPlay and Android Auto, smartphones are quickly replacing built-in automotive navigation...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490716/ https://www.ncbi.nlm.nih.gov/pubmed/37688064 http://dx.doi.org/10.3390/s23177609 |
_version_ | 1785103904968540160 |
---|---|
author | Capuano, Vincenzo Xu, Liangchun Estrada Benavides, Jose |
author_facet | Capuano, Vincenzo Xu, Liangchun Estrada Benavides, Jose |
author_sort | Capuano, Vincenzo |
collection | PubMed |
description | Embedding various sensors with powerful computing and storage capabilities in a small communication device, smartphones have become a prominent platform for navigation. With the increasing popularity of Apple CarPlay and Android Auto, smartphones are quickly replacing built-in automotive navigation solutions. On the other hand, smartphones are equipped with low-performance Micro Electro Mechanical Systems (MEMS) sensors to enhance their navigation performance in Global Navigation Satellite System (GNSS)-degraded or -denied environments. Compared with higher-grade inertial navigation systems (INS), MEMS-based INSs have a poor navigation performance due to large measurement errors. In this paper, we present laboratory test results on the stochastic and deterministic errors observed in MEMS inertial sensor measurements of five different smartphones from different manufacturers. Then, we describe and discuss the short-term effects of these errors on the pure inertial navigation performance and also on the navigation performance based on the tight coupling of INS with GNSS measurements using a smartphone. |
format | Online Article Text |
id | pubmed-10490716 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104907162023-09-09 Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance Capuano, Vincenzo Xu, Liangchun Estrada Benavides, Jose Sensors (Basel) Article Embedding various sensors with powerful computing and storage capabilities in a small communication device, smartphones have become a prominent platform for navigation. With the increasing popularity of Apple CarPlay and Android Auto, smartphones are quickly replacing built-in automotive navigation solutions. On the other hand, smartphones are equipped with low-performance Micro Electro Mechanical Systems (MEMS) sensors to enhance their navigation performance in Global Navigation Satellite System (GNSS)-degraded or -denied environments. Compared with higher-grade inertial navigation systems (INS), MEMS-based INSs have a poor navigation performance due to large measurement errors. In this paper, we present laboratory test results on the stochastic and deterministic errors observed in MEMS inertial sensor measurements of five different smartphones from different manufacturers. Then, we describe and discuss the short-term effects of these errors on the pure inertial navigation performance and also on the navigation performance based on the tight coupling of INS with GNSS measurements using a smartphone. MDPI 2023-09-01 /pmc/articles/PMC10490716/ /pubmed/37688064 http://dx.doi.org/10.3390/s23177609 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 Capuano, Vincenzo Xu, Liangchun Estrada Benavides, Jose Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance |
title | Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance |
title_full | Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance |
title_fullStr | Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance |
title_full_unstemmed | Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance |
title_short | Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance |
title_sort | smartphone mems accelerometer and gyroscope measurement errors: laboratory testing and analysis of the effects on positioning performance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490716/ https://www.ncbi.nlm.nih.gov/pubmed/37688064 http://dx.doi.org/10.3390/s23177609 |
work_keys_str_mv | AT capuanovincenzo smartphonememsaccelerometerandgyroscopemeasurementerrorslaboratorytestingandanalysisoftheeffectsonpositioningperformance AT xuliangchun smartphonememsaccelerometerandgyroscopemeasurementerrorslaboratorytestingandanalysisoftheeffectsonpositioningperformance AT estradabenavidesjose smartphonememsaccelerometerandgyroscopemeasurementerrorslaboratorytestingandanalysisoftheeffectsonpositioningperformance |