Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial Vehicle
This research aims to develop an automatic unmanned aerial vehicle (UAV)-based indoor environmental monitoring system for the acquisition of data at a very fine scale to detect rapid changes in environmental features of plants growing in greenhouses. Due to the complexity of the proposed research, i...
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MDPI AG
2021-03-01
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Series: | Applied Sciences |
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Online Access: | https://www.mdpi.com/2076-3417/11/5/2347 |
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author | Jorge Solis Christoffer Karlsson Simon Johansson Kristoffer Richardsson |
author_facet | Jorge Solis Christoffer Karlsson Simon Johansson Kristoffer Richardsson |
author_sort | Jorge Solis |
collection | DOAJ |
description | This research aims to develop an automatic unmanned aerial vehicle (UAV)-based indoor environmental monitoring system for the acquisition of data at a very fine scale to detect rapid changes in environmental features of plants growing in greenhouses. Due to the complexity of the proposed research, in this paper we proposed an off-board distributed control system based on visual input for a micro aerial vehicle (MAV) able to hover, navigate, and fly to a desired target location without considerably affecting the effective flight time. Based on the experimental results, the MAV was able to land on the desired location within a radius of about 10 cm from the center point of the landing pad, with a reduction in the effective flight time of about 28%. |
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format | Article |
id | doaj.art-2b4698bf068541f8a5cf03f6bb41d026 |
institution | Directory Open Access Journal |
issn | 2076-3417 |
language | English |
last_indexed | 2024-03-09T05:11:45Z |
publishDate | 2021-03-01 |
publisher | MDPI AG |
record_format | Article |
series | Applied Sciences |
spelling | doaj.art-2b4698bf068541f8a5cf03f6bb41d0262023-12-03T12:48:18ZengMDPI AGApplied Sciences2076-34172021-03-01115234710.3390/app11052347Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial VehicleJorge Solis0Christoffer Karlsson1Simon Johansson2Kristoffer Richardsson3Department for Engineering and Physics, Karlstad University, 651 88 Karlstad, SwedenDepartment for Engineering and Physics, Karlstad University, 651 88 Karlstad, SwedenDepartment for Engineering and Physics, Karlstad University, 651 88 Karlstad, SwedenBitcraze AB, 212 22 Malmö, SwedenThis research aims to develop an automatic unmanned aerial vehicle (UAV)-based indoor environmental monitoring system for the acquisition of data at a very fine scale to detect rapid changes in environmental features of plants growing in greenhouses. Due to the complexity of the proposed research, in this paper we proposed an off-board distributed control system based on visual input for a micro aerial vehicle (MAV) able to hover, navigate, and fly to a desired target location without considerably affecting the effective flight time. Based on the experimental results, the MAV was able to land on the desired location within a radius of about 10 cm from the center point of the landing pad, with a reduction in the effective flight time of about 28%.https://www.mdpi.com/2076-3417/11/5/2347micro aerial vehiclesvisual-based controlKalman filter |
spellingShingle | Jorge Solis Christoffer Karlsson Simon Johansson Kristoffer Richardsson Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial Vehicle Applied Sciences micro aerial vehicles visual-based control Kalman filter |
title | Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial Vehicle |
title_full | Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial Vehicle |
title_fullStr | Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial Vehicle |
title_full_unstemmed | Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial Vehicle |
title_short | Towards the Development of an Automatic UAV-Based Indoor Environmental Monitoring System: Distributed Off-Board Control System for a Micro Aerial Vehicle |
title_sort | towards the development of an automatic uav based indoor environmental monitoring system distributed off board control system for a micro aerial vehicle |
topic | micro aerial vehicles visual-based control Kalman filter |
url | https://www.mdpi.com/2076-3417/11/5/2347 |
work_keys_str_mv | AT jorgesolis towardsthedevelopmentofanautomaticuavbasedindoorenvironmentalmonitoringsystemdistributedoffboardcontrolsystemforamicroaerialvehicle AT christofferkarlsson towardsthedevelopmentofanautomaticuavbasedindoorenvironmentalmonitoringsystemdistributedoffboardcontrolsystemforamicroaerialvehicle AT simonjohansson towardsthedevelopmentofanautomaticuavbasedindoorenvironmentalmonitoringsystemdistributedoffboardcontrolsystemforamicroaerialvehicle AT kristofferrichardsson towardsthedevelopmentofanautomaticuavbasedindoorenvironmentalmonitoringsystemdistributedoffboardcontrolsystemforamicroaerialvehicle |