Navigation and control of a quadcopter for real-time image processing applications

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dc.contributor.advisor Myburgh, Hermanus Carel
dc.contributor.postgraduate Govender, Vikesh
dc.date.accessioned 2022-11-11T07:43:28Z
dc.date.available 2022-11-11T07:43:28Z
dc.date.created 2023-04
dc.date.issued 2022
dc.description Dissertation (MEng (Computer Engineering))--University of Pretoria, 2022. en_US
dc.description.abstract In several quadcopter-related research work, the research mainly focuses on the image processing application and generally provides an inadequate description of the navigation and control of the quadcopter. While image processing is an important and complex component, it can prove to be unusable if the navigation and control of the quadcopter are of inferior quality. This article focuses on providing a primer to design the navigation and control for a quadcopter that can be used for real-time image processing applications. A variate of PID and PD controllers, along with Kalman filters, were used to develop the flight controller. Earplugs were installed to reduce the vibrations that were transmitted from the frame to the flight controller board, which was particularly helpful, as the accelerometer can be affected by vibrations. Furthermore, three-blade propellers were tested, and it was found that the three-blade propellers provided better overall stability; however, it experienced a slightly longer response time. It can be noted that the three-blade propellers perform better for image processing applications. A person tracking application was used to demonstrate the navigation and control of the quadcopter for real-time image processing applications. In conclusion the flight controller developed can be used for real-time image processing applications. en_US
dc.description.availability Unrestricted en_US
dc.description.degree MEng (Computer Engineering) en_US
dc.description.department Electrical, Electronic and Computer Engineering en_US
dc.description.sponsorship University of Pretoria en_US
dc.description.sponsorship SAAB Grintek Defence en_US
dc.identifier.citation * en_US
dc.identifier.other A2023
dc.identifier.uri https://repository.up.ac.za/handle/2263/88269
dc.identifier.uri https://doi.org/10.25403/UPresearchdata.21457665
dc.language.iso en en_US
dc.publisher University of Pretoria
dc.rights © 2022 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria.
dc.subject Stability controller en_US
dc.subject Position controller en_US
dc.subject Altitude controller en_US
dc.subject Navigation en_US
dc.subject Image processing en_US
dc.subject UCTD en_US
dc.title Navigation and control of a quadcopter for real-time image processing applications en_US
dc.type Dissertation en_US


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