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

dc.contributor.advisorMyburgh, Hermanus Carel
dc.contributor.emailu15016872@tuks.co.zaen_US
dc.contributor.postgraduateGovender, Vikesh
dc.date.accessioned2022-11-11T07:43:28Z
dc.date.available2022-11-11T07:43:28Z
dc.date.created2023-04
dc.date.issued2022
dc.descriptionDissertation (MEng (Computer Engineering))--University of Pretoria, 2022.en_US
dc.description.abstractIn 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.availabilityUnrestricteden_US
dc.description.degreeMEng (Computer Engineering)en_US
dc.description.departmentElectrical, Electronic and Computer Engineeringen_US
dc.description.sponsorshipUniversity of Pretoriaen_US
dc.description.sponsorshipSAAB Grintek Defenceen_US
dc.identifier.citation*en_US
dc.identifier.otherA2023
dc.identifier.urihttps://repository.up.ac.za/handle/2263/88269
dc.identifier.urihttps://doi.org/10.25403/UPresearchdata.21457665
dc.language.isoenen_US
dc.publisherUniversity 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.subjectStability controlleren_US
dc.subjectPosition controlleren_US
dc.subjectAltitude controlleren_US
dc.subjectNavigationen_US
dc.subjectImage processingen_US
dc.subjectUCTDen_US
dc.titleNavigation and control of a quadcopter for real-time image processing applicationsen_US
dc.typeDissertationen_US

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