Multiperson tracking with a network of ultrawideband radar sensors based on gaussian mixture PHD filters

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buir.contributor.authorGezici, Sinan
dc.citation.epage2237en_US
dc.citation.issueNumber4en_US
dc.citation.spage2227en_US
dc.citation.volumeNumber15en_US
dc.contributor.authorGulmezoglu, B.en_US
dc.contributor.authorGuldogan, M. B.en_US
dc.contributor.authorGezici, Sinanen_US
dc.date.accessioned2016-02-08T09:56:10Z
dc.date.available2016-02-08T09:56:10Z
dc.date.issued2015en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
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. © 2014 IEEE.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T09:56:10Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2015en
dc.identifier.doi10.1109/JSEN.2014.2372312en_US
dc.identifier.issn1530-437X
dc.identifier.urihttp://hdl.handle.net/11693/22148
dc.language.isoEnglishen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/JSEN.2014.2372312en_US
dc.source.titleIEEE Sensors Journalen_US
dc.subjectMultiple person detectionen_US
dc.subjectPHD filteren_US
dc.subjectCommunication channels (information theory)en_US
dc.subjectProbability density functionen_US
dc.subjectRadaren_US
dc.subjectRadar equipmenten_US
dc.subjectSensor networksen_US
dc.subjectTarget trackingen_US
dc.subjectTracking radaren_US
dc.subjectUltra-wideband (UWB)en_US
dc.subjectDetection algorithmen_US
dc.subjectGaussian mixture phden_US
dc.subjectGaussian mixture probability hypothesis density filtersen_US
dc.subjectMulti-person trackingen_US
dc.subjectPerson detectionen_US
dc.subjectPHD filtersen_US
dc.subjectTrack multiple targetsen_US
dc.subjectUltra wideband radarsen_US
dc.subjectRadar trackingen_US
dc.titleMultiperson tracking with a network of ultrawideband radar sensors based on gaussian mixture PHD filtersen_US
dc.typeArticleen_US

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