A bayes decision model for RSS based location estimation;

dc.authorscopusid 57188562510
dc.authorscopusid 15835001000
dc.authorscopusid 56217996200
dc.contributor.author Dinçer,Z.
dc.contributor.author Öktem,R.
dc.contributor.author Aydin,E.
dc.contributor.other Department of Electrical & Electronics Engineering
dc.date.accessioned 2024-07-05T15:43:07Z
dc.date.available 2024-07-05T15:43:07Z
dc.date.issued 2007
dc.department Atılım University en_US
dc.department-temp Dinçer Z., Elektrik ve Elektronik Mühendisliǧi Bölümü, Atilim Üniversitesi, Incek, Ankara, Turkey; Öktem R., Elektrik ve Elektronik Mühendisliǧi Bölümü, Atilim Üniversitesi, Incek, Ankara, Turkey; Aydin E., Elektrik ve Elektronik Mühendisliǧi Bölümü, Atilim Üniversitesi, Incek, 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.identifier.citationcount 0
dc.identifier.doi 10.1109/SIU.2007.4298605
dc.identifier.isbn 1424407192
dc.identifier.isbn 978-142440719-4
dc.identifier.scopus 2-s2.0-50249141832
dc.identifier.uri https://doi.org/10.1109/SIU.2007.4298605
dc.identifier.uri https://hdl.handle.net/20.500.14411/3557
dc.institutionauthor Aydın, Elif
dc.language.iso tr en_US
dc.relation.ispartof 2007 IEEE 15th Signal Processing and Communications Applications, SIU -- 2007 IEEE 15th Signal Processing and Communications Applications, SIU -- 11 June 2007 through 13 June 2007 -- Eskisehir -- 73089 en_US
dc.relation.publicationcategory Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.scopus.citedbyCount 0
dc.subject [No Keyword Available] en_US
dc.title A bayes decision model for RSS based location estimation; en_US
dc.title.alternative As§' Ne Dayali Konum Kestirimi İ̇çin Bir Bayes Karar Modellemesi en_US
dc.type Conference Object en_US
dspace.entity.type Publication
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relation.isOrgUnitOfPublication.latestForDiscovery c3c9b34a-b165-4cd6-8959-dc25e91e206b

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