A Bayes decision model for RSS based location estimation

dc.contributor.author Dincer, Zeynep
dc.contributor.author Oektem, Rwen
dc.contributor.author Aydin, Elif
dc.contributor.other Department of Electrical & Electronics Engineering
dc.date.accessioned 2024-10-06T10:57:22Z
dc.date.available 2024-10-06T10:57:22Z
dc.date.issued 2007
dc.department Atılım University en_US
dc.department-temp [Dincer, Zeynep; Oektem, Rwen; Aydin, Elif] Atilim Univ, Elek Elek Muhendisligi Bolumu, Ankara, Turkey en_US
dc.description.abstract This work introduces a location estimation method based on Bayes Decision Theory using Radio Signal Strengths for indoor environment. Signal Strengths are observed through three transmitters at three distinct frequencies in UHF band, an active RFID tag and a modem connected to a computer. The test environment is 2100cmx720cm, which is divided into classed of square grids. For each class, a set of received signal strengths are measured and processed. Assuming that the class in which the RFID tag was located in the previous time of measurement is known, the next location (class) is estimated using Bayes Decision Theory. Proposed method is tested in a laboratory environment with obstacles. Results show that proposed method will be successful in location estimation where the estimation error stays within around 2m. en_US
dc.description.woscitationindex Conference Proceedings Citation Index - Science
dc.identifier.citationcount 0
dc.identifier.endpage 559 en_US
dc.identifier.isbn 9781424407194
dc.identifier.startpage 556 en_US
dc.identifier.uri https://hdl.handle.net/20.500.14411/8709
dc.identifier.wos WOS:000252924600139
dc.institutionauthor Aydın, Elif
dc.language.iso tr en_US
dc.publisher Ieee en_US
dc.relation.ispartof IEEE 15th Signal Processing and Communications Applications Conference -- JUN 11-13, 2007 -- Eskisehir, TURKEY en_US
dc.relation.publicationcategory Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject [No Keyword Available] en_US
dc.title A Bayes decision model for RSS based location estimation en_US
dc.type Conference Object en_US
dc.wos.citedbyCount 0
dspace.entity.type Publication
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