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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Main Authors: Jorge Solis, Christoffer Karlsson, Simon Johansson, Kristoffer Richardsson
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/5/2347
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spelling doaj-2b4698bf068541f8a5cf03f6bb41d0262021-03-07T00:02:17ZengMDPI AGApplied Sciences2076-34172021-03-01112347234710.3390/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
collection DOAJ
language English
format Article
sources DOAJ
author Jorge Solis
Christoffer Karlsson
Simon Johansson
Kristoffer Richardsson
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
author_facet Jorge Solis
Christoffer Karlsson
Simon Johansson
Kristoffer Richardsson
author_sort Jorge Solis
title 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_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_sort towards the development of an automatic uav-based indoor environmental monitoring system: distributed off-board control system for a micro aerial vehicle
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2021-03-01
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%.
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
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