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Specific emitter identification with multiple transmission codes and receivers
Dissertation (MEng(Electronic Engineering))--University of Pretoria, 2023.
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| Format: | Thesis |
| Language: | English |
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University of Pretoria
2024
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| _version_ | 1867613653587460096 |
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| access_status_str | Open Access |
| author2 | Du Plessis, Warren Paul |
| author_browse | Du Plessis, Warren Paul |
| author_facet | Du Plessis, Warren Paul |
| collection | Thesis |
| dc_rights_str_mv | © 2023 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. |
| description | Dissertation (MEng(Electronic Engineering))--University of Pretoria, 2023. |
| format | Thesis |
| id | oai:repository.up.ac.za:2263/94561 |
| institution | University of Pretoria (South Africa) |
| language | English |
| last_indexed | 2026-06-10T12:39:34.197Z |
| license_str | Other — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | University of Pretoria |
| publisherStr | University of Pretoria |
| record_format | dspace |
| source_str | UPSpace — University of Pretoria Institutional Repository |
| spelling | oai:repository.up.ac.za:2263/94561 Specific emitter identification with multiple transmission codes and receivers Du Plessis, Warren Paul u16076177@tuks.co.za Diedericks, Lodewicus Johannes UCTD Specific emitter identification (SEI) radio-frequency fingerprinting (RFF) remote keyless-entry (RKE) software-defined radio (SDR) electronic warfare (EW) Dissertation (MEng(Electronic Engineering))--University of Pretoria, 2023. This research introduces an specific emitter identification (SEI) system to enhance secure transmission systems, addressing a critical gap in existing studies. Existing studies lack a comprehensive solution for authenticating transmitters with high accuracy, particularly in scenarios involving multiple digital codes and various receiver configurations. Utilising signal extraction and a random forest classifier, the SEI system achieves a remarkable 98.6% accuracy for single transmission code authentication and sustains 95.4% accuracy when handling multiple digital codes, distinguishing transmitters, and detecting replay attacks. The system’s adaptability to diverse receiver configurations is explored, emphasising the importance of training receiver characteristics for optimal performance. This research provides a robust and adaptable solution for securing communication systems, contributing to increased trust and security in transmission systems. Electrical, Electronic and Computer Engineering MEng(Electronic Engineering) Unrestricted Faculty of Engineering, Built Environment and Information Technology SDG-09: Industry, innovation and infrastructure 2024-02-13T12:53:12Z 2024-02-13T12:53:12Z 2024-04-29 2023 Dissertation * A2024 http://hdl.handle.net/2263/94561 DOI: https://doi.org/10.25403/UPresearchdata.25211225.v1 10.25403/UPresearchdata.25211225 en © 2023 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. application/pdf University of Pretoria |
| spellingShingle | UCTD Specific emitter identification (SEI) radio-frequency fingerprinting (RFF) remote keyless-entry (RKE) software-defined radio (SDR) electronic warfare (EW) Specific emitter identification with multiple transmission codes and receivers |
| title | Specific emitter identification with multiple transmission codes and receivers |
| title_full | Specific emitter identification with multiple transmission codes and receivers |
| title_fullStr | Specific emitter identification with multiple transmission codes and receivers |
| title_full_unstemmed | Specific emitter identification with multiple transmission codes and receivers |
| title_short | Specific emitter identification with multiple transmission codes and receivers |
| title_sort | specific emitter identification with multiple transmission codes and receivers |
| topic | UCTD Specific emitter identification (SEI) radio-frequency fingerprinting (RFF) remote keyless-entry (RKE) software-defined radio (SDR) electronic warfare (EW) |
| url | http://hdl.handle.net/2263/94561 |