An Innovative Approach to Improve Point Location Detection System with ANFIS using RSSI Signals and Fingerprinting Method

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dc.contributor.authorYüksek, Emre
dc.contributor.authorYüksek, Ahmet Gürkan
dc.date.accessioned2025-05-04T16:33:18Z
dc.date.available2025-05-04T16:33:18Z
dc.date.issued2024
dc.departmentSivas Cumhuriyet Üniversitesi
dc.description.abstractLocalization systems have an important place in many areas. GPS (Global Positioning Systems) using data from satellites gives successful results in localization systems. However, localization systems such as GPS, which can be quite successful outdoors, do not achieve the same success indoors because the satellite viewing angle cannot be maintained continuously or due to low reception quality. In this respect, there is a need for localization systems that can provide the most precise localization with the least cost in the interior. This study aims to improve fingerprint-based localization systems, which is a localization method based on Received Signal Strength Indicator (RSSI) data using ANFIS. The proposed system has been shown to give more successful results than the methods frequently used in the literature.
dc.description.abstractLocalization systems have an important place in many areas. GPS (Global Positioning Systems) using data from satellites gives successful results in localization systems. However, localization systems such as GPS, which can be quite successful outdoors, do not achieve the same success indoors because the satellite viewing angle cannot be maintained continuously or due to low reception quality. In this respect, there is a need for localization systems that can provide the most precise localization with the least cost in the interior. This study aims to improve fingerprint-based localization systems, which is a localization method based on Received Signal Strength Indicator (RSSI) data using ANFIS. The proposed system has been shown to give more successful results than the methods frequently used in the literature.
dc.identifier.endpage107
dc.identifier.issn1012-2354
dc.identifier.issue1
dc.identifier.startpage92
dc.identifier.urihttps://hdl.handle.net/20.500.12418/34362
dc.identifier.volume40
dc.language.isoen
dc.publisherErciyes University
dc.relation.ispartofErciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_DergiPark_20250504
dc.subjectIndoor Localization
dc.subjectANFIS
dc.subjectFingerprinting
dc.titleAn Innovative Approach to Improve Point Location Detection System with ANFIS using RSSI Signals and Fingerprinting Method
dc.title.alternativeRSSI Sinyalleri ve Fingerprinting Yöntemi Kullanılarak Noktasal Konum Algılama Sisteminin ANFIS ile İyileştirilmesine Yönelik Yenilikçi Bir Yaklaşım
dc.typeResearch Article

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