Robust tracking-based phy-authentication in mmwave mimo systems

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dc.contributor.authorAfeef, Liza
dc.contributor.authorFurqan, Haji Muhammad
dc.contributor.authorArslan, Hüseyin
dc.date.accessioned2025-11-06T11:16:06Z
dc.date.available2025-11-06T11:16:06Z
dc.date.issued2024
dc.departmentİstanbul Medipol Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü
dc.description.abstractPhysical Layer Authentication (PLA) is a topic of considerable interest in ensuring strong security for upcoming wireless networks. However, existing PLA methods face challenges in maintaining performance in dynamic environments. To overcome this, we propose a novel tracking-based PLA approach, utilizing properties of the beamspace multiple-input multiple-output (MIMO) channel in narrowband millimeter-wave (mmWave) networks. Specifically, In particular, the proposed technique involves extracting a distance signature vector from the positions of the principal components within the beamspace MIMO channel representation. These components are then sorted in descending order based on their indices. To address mobility concerns in dynamic settings, a tracking filter is introduced. This filter allows the authentication system to continuously track and update the stored signature, enhancing overall authentication performance. Additionally, the proposed technique is extended to ultra-wideband signaling. In this extension, the richness of the derived signature is further improved by exploiting the beam squint effect, contributing to a more robust authentication process. Simulation results demonstrate that our approach overcomes the limitations of previous methods, resulting in improved authentication performance measured by detection and false alarm rates.
dc.description.sponsorshipTürkiye Bilimsel ve Teknolojik Araştırma Kurumu (TÜBİTAK)
dc.identifier.citationAfeef, L., Furqan, H. M. ve Arslan, H. (2024). Robust tracking-based phy-authentication in mmwave mimo systems. IEEE Transactions on Information Forensics and Security, 19, 10375-10386. http://dx.doi.org/10.1109/TIFS.2024.3488362
dc.identifier.doi10.1109/TIFS.2024.3488362
dc.identifier.endpage10386
dc.identifier.issn1556-6013
dc.identifier.issn1556-6021
dc.identifier.scopus2-s2.0-85208147094
dc.identifier.scopusqualityQ1
dc.identifier.startpage10375
dc.identifier.urihttp://dx.doi.org/10.1109/TIFS.2024.3488362
dc.identifier.urihttps://hdl.handle.net/20.500.12511/13169
dc.identifier.volume19
dc.identifier.wosWOS:001377215900001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAfeef, Liza
dc.institutionauthorArslan, Hüseyin
dc.institutionauthorid0000-0001-7679-0326
dc.institutionauthorid0000-0001-9474-7372
dc.language.isoen
dc.relation.ispartofIEEE Transactions on Information Forensics and Security
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.relation.tubitakinfo:eu-repo/grantAgreement/TUBITAK/SOBAG/123E226
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBeam Squint Effect
dc.subjectBeamspace Channel
dc.subjectMIMO
dc.subjectNarrowband
dc.subjectPhysical Layer Authentication (PLA)
dc.subjectTracking Filter
dc.subjectWideband
dc.titleRobust tracking-based phy-authentication in mmwave mimo systems
dc.typeArticle

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