Improvement of indoor positioning accuracy of ultra-wide band sensors by using big bang-big crunch optimization method

dc.contributor.authorArsan, Taner
dc.date.accessioned2019-06-27T08:01:10Z
dc.date.available2019-06-27T08:01:10Z
dc.date.issued2018
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractUltra-wide Band technology is an emerging technology that offers successful solutions in many indoor positioning systems and performs better than other methods. In this study an indoor positioning system using Ultra-wide Band (UWB) sensors was developed and it was aimed to increase the accuracy level of the standard equipment with the additional algorithms used while reducing the average error. For this purpose the Big Bang-Big Crunch (BB-BC) optimization method has been applied to the experimental indoor positioning system and the positive effect on the measurement accuracy has been proved by the tests made. An area of 39.76 m(2) was selected as a test area of 7.35 m x 5.41 m and three different Ultra-wide Band receivers were installed at a height of 2.85 m on a specially designed ceiling system and a total of 10.920 measurements were taken from 182 test points for 60 seconds. By correcting the measurement results with the Big Bang Big Crunch optimization algorithm the average error was reduced from the previous 20.72 cm to 15.02 cm thus the accuracy of the measurement results were improved.en_US]
dc.identifier.citation1
dc.identifier.doi10.5505/pajes.2018.59365en_US
dc.identifier.endpage928
dc.identifier.issn1300-7009en_US
dc.identifier.issn2147-5881en_US
dc.identifier.issn1300-7009
dc.identifier.issn2147-5881
dc.identifier.issue5
dc.identifier.scopusqualityN/A
dc.identifier.startpage921en_US
dc.identifier.trdizinid306846en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12469/286
dc.identifier.urihttps://doi.org/10.5505/pajes.2018.59365
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/306846
dc.identifier.volume24en_US
dc.identifier.wosWOS:000446742400017en_US
dc.identifier.wosqualityN/A
dc.institutionauthorArsan, Taneren_US
dc.language.isotren_US
dc.publisherPamukkale Univen_US
dc.relation.journalPamukkale University Journal of Engineering Sciencesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectIndoor positioningen_US
dc.subjectTime of flighten_US
dc.subjectUltra-wide band sensorsen_US
dc.subjectBig bang-big crunch optimization methoden_US
dc.subjectBehavior mappingen_US
dc.titleImprovement of indoor positioning accuracy of ultra-wide band sensors by using big bang-big crunch optimization methoden_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isAuthorOfPublication7959ea6c-1b30-4fa0-9c40-6311259c0914
relation.isAuthorOfPublication.latestForDiscovery7959ea6c-1b30-4fa0-9c40-6311259c0914

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