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Localisation and navigation in GPS-denied environments using RFID tags

Includes bibliographical references.

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Bibliographic Details
Main Author: James, Sisa
Other Authors: Verrinder, Robyn A
Format: Thesis
Language:English
Published: Department of Mechanical Engineering 2015
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access_status_str Open Access
author James, Sisa
author2 Verrinder, Robyn A
author_browse James, Sisa
Verrinder, Robyn A
author_facet Verrinder, Robyn A
James, Sisa
author_sort James, Sisa
collection Thesis
description Includes bibliographical references.
format Thesis
id oai:open.uct.ac.za:11427/13281
institution University of Cape Town (South Africa)
language eng
last_indexed 2026-06-10T12:32:09.918Z
license_str Not specified — see source repository
provenance_str_mv Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository
publishDate 2015
publishDateRange 2015
publishDateSort 2015
publisher Department of Mechanical Engineering
publisherStr Department of Mechanical Engineering
record_format dspace
source_str UCTD — University of Cape Town Open Access Repository
spelling oai:open.uct.ac.za:11427/13281 Localisation and navigation in GPS-denied environments using RFID tags James, Sisa Verrinder, Robyn A Sabatta, Deon Shahdi, Ali Electrical Engineering Includes bibliographical references. This dissertation addresses the autonomous localisation and navigation problem in the context of an underground mining environment. This kind of environment has little or no features as well as no access to GPS or stationary towers, which are usually used for navigation. In addition dust and debris may hinder optical methods for ranging. This study looks at the feasibility of using randomly distributed RFID tags to autonomously navigate in this environment. Clustering of observed tags are used for localisation, subsequently value iteration is used to navigate to a defined goal. Results are presented, concluding that it is feasible to localise and navigate using only RFID tags, in simulation. Localisation feasibility is also confirmed by experimental measurements. 2015-07-02T08:35:57Z 2015-07-02T08:35:57Z 2014 Master Thesis Masters MSc (Eng) http://hdl.handle.net/11427/13281 eng application/pdf Department of Mechanical Engineering Faculty of Engineering and the Built Environment University of Cape Town
spellingShingle Electrical Engineering
James, Sisa
Localisation and navigation in GPS-denied environments using RFID tags
thesis_degree_str Master's
title Localisation and navigation in GPS-denied environments using RFID tags
title_full Localisation and navigation in GPS-denied environments using RFID tags
title_fullStr Localisation and navigation in GPS-denied environments using RFID tags
title_full_unstemmed Localisation and navigation in GPS-denied environments using RFID tags
title_short Localisation and navigation in GPS-denied environments using RFID tags
title_sort localisation and navigation in gps denied environments using rfid tags
topic Electrical Engineering
url http://hdl.handle.net/11427/13281
work_keys_str_mv AT jamessisa localisationandnavigationingpsdeniedenvironmentsusingrfidtags