Multiperson Tracking With a Network of Ultrawideband Radar Sensors Based on Gaussian Mixture PHD Filters

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dc.authoridGulmezoglu, Berk/0000-0001-6268-6325
dc.contributor.authorGulmezoglu, Berk
dc.contributor.authorGuldogan, Mehmet Burak
dc.contributor.authorGezici, Sinan
dc.date.accessioned2025-10-24T18:09:21Z
dc.date.available2025-10-24T18:09:21Z
dc.date.issued2015
dc.departmentMalatya Turgut Özal Üniversitesi
dc.description.abstractIn this paper, we investigate the use of Gaussian mixture probability hypothesis density filters for multiple person tracking using ultrawideband (UWB) radar sensors in an indoor environment. An experimental setup consisting of a network of UWB radar sensors and a computer is designed, and a new detection algorithm is proposed. The results of this experimental proof-of-concept study show that it is possible to accurately track multiple targets using a UWB radar sensor network in indoor environments based on the proposed approach.
dc.description.sponsorshipTurk Telekom [3015-02]; European Commission [318306]; Distinguished Young Scientist Award through the Turkish Academy of Sciences
dc.description.sponsorshipThis work was supported in part by the Turk Telekom under Project 3015-02, and in part by the European Commission within the framework of the FP7 Network of Excellence in Wireless COMmunications # under Contract 318306. The work of S. Gezici was supported by the Distinguished Young Scientist Award through the Turkish Academy of Sciences under Grant TUBA-GEBIP 2013. The associate editor coordinating the review of this paper and approving it for publication was Dr. Lorenzo Lo Monte.
dc.identifier.doi10.1109/JSEN.2014.2372312
dc.identifier.endpage2237
dc.identifier.issn1530-437X
dc.identifier.issn1558-1748
dc.identifier.issue4
dc.identifier.scopus2-s2.0-84923870803
dc.identifier.scopusqualityQ1
dc.identifier.startpage2227
dc.identifier.urihttps://doi.org/10.1109/JSEN.2014.2372312
dc.identifier.urihttps://hdl.handle.net/20.500.12899/3587
dc.identifier.volume15
dc.identifier.wosWOS:000349622800009
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIeee-Inst Electrical Electronics Engineers Inc
dc.relation.ispartofIeee Sensors Journal
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20251023
dc.subjectMultiple person detection; target tracking; PHD filter; ultra-wideband; radar
dc.titleMultiperson Tracking With a Network of Ultrawideband Radar Sensors Based on Gaussian Mixture PHD Filters
dc.typeArticle

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