Cargando…

Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning

In recent years, drones have been widely used in various applications, from entertainment, agriculture, their use in photo and video services, military applications and so on. The risk of accidents while using a drone is quite high. To meet this risk, the most important solution is to use a device t...

Descripción completa

Detalles Bibliográficos
Autores principales: Covaciu, Florin, Iordan, Anca-Elena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024457/
https://www.ncbi.nlm.nih.gov/pubmed/35457827
http://dx.doi.org/10.3390/mi13040521
_version_ 1784690594183905280
author Covaciu, Florin
Iordan, Anca-Elena
author_facet Covaciu, Florin
Iordan, Anca-Elena
author_sort Covaciu, Florin
collection PubMed
description In recent years, drones have been widely used in various applications, from entertainment, agriculture, their use in photo and video services, military applications and so on. The risk of accidents while using a drone is quite high. To meet this risk, the most important solution is to use a device that helps and simplifies the control of a drone; in addition, the training of drone pilots is very important. To train the drone pilots, both physical and virtual environments can be used, but the probability of an accident is higher for beginners, so the safest method is to train in a virtual environment. The aim of this study is to develop a new device for controlling a drone in a virtual environment. This device is attached to the upper limb of the person involved in the control of that drone. For precise control, the newly created device uses MEMS sensor technology and artificial intelligence-specific methods.
format Online
Article
Text
id pubmed-9024457
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-90244572022-04-23 Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning Covaciu, Florin Iordan, Anca-Elena Micromachines (Basel) Article In recent years, drones have been widely used in various applications, from entertainment, agriculture, their use in photo and video services, military applications and so on. The risk of accidents while using a drone is quite high. To meet this risk, the most important solution is to use a device that helps and simplifies the control of a drone; in addition, the training of drone pilots is very important. To train the drone pilots, both physical and virtual environments can be used, but the probability of an accident is higher for beginners, so the safest method is to train in a virtual environment. The aim of this study is to develop a new device for controlling a drone in a virtual environment. This device is attached to the upper limb of the person involved in the control of that drone. For precise control, the newly created device uses MEMS sensor technology and artificial intelligence-specific methods. MDPI 2022-03-26 /pmc/articles/PMC9024457/ /pubmed/35457827 http://dx.doi.org/10.3390/mi13040521 Text en © 2022 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
Covaciu, Florin
Iordan, Anca-Elena
Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning
title Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning
title_full Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning
title_fullStr Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning
title_full_unstemmed Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning
title_short Control of a Drone in Virtual Reality Using MEMS Sensor Technology and Machine Learning
title_sort control of a drone in virtual reality using mems sensor technology and machine learning
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024457/
https://www.ncbi.nlm.nih.gov/pubmed/35457827
http://dx.doi.org/10.3390/mi13040521
work_keys_str_mv AT covaciuflorin controlofadroneinvirtualrealityusingmemssensortechnologyandmachinelearning
AT iordanancaelena controlofadroneinvirtualrealityusingmemssensortechnologyandmachinelearning