Yazar "Bozkurt, Sinem" için WoS İndeksli Yayınlar Koleksiyonu listeleme
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Classifier Selection for RF Based Indoor Positioning
Bozkurt, Sinem; Günal, Serkan; Yayan, Uğur; Bayar, Veli (IEEE, 2015)The selection of appropriate classifier is of great importance in improving the positioning accuracy and processing time for indoor positioning. In this work, an extensive analysis is carried out to determine the most ... -
A Comparative Study on Machine Learning Algorithms for Indoor Positioning
Bozkurt, Sinem; Elibol, Gulin; Günal, Serkan; Yayan, Uğur (IEEE, 2015)Fingerprinting based positioning is commonly used for indoor positioning. In this method, initially a radio map is created using Received Signal Strength (RSS) values that are measured from predefined reference points. ... -
A Novel Multi-Sensor and Multi-Topological Database for Indoor Positioning on Fingerprint Techniques
Bozkurt, Sinem; Yazıcı, Ahmet; Günal, Serkan; Yayan, Uğur; İnan, Fatih (IEEE, 2015)In fingerprinting-based indoor positioning systems, Received Signal Strength (RSS) values are collected at predetermined reference points to construct a fingerprint map. A well-established fingerprint database plays an ... -
A Survey on RF Mapping for Indoor Positioning
Bozkurt, Sinem; Yazıcı, Ahmet; Günal, Serkan; Yayan, Uğur (IEEE, 2015)In RF based indoor positioning systems, RF map is constructed by collecting Received Signal Strength (RSS) values from access points at predetermined reference points in the working area. RF map is calibrated in order to ...