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Wireless device identification using descriptive statistics    
Yazarlar (3)
Dr. Öğr. Üyesi Memduh KÖSE Dr. Öğr. Üyesi Memduh KÖSE
Kırşehir Ahi Evran Üniversitesi, Türkiye
Selçuk Taşcıoğlu
Ankara Üniversitesi, Türkiye
Ziya Telatar
Ankara Üniversitesi, Türkiye
Devamını Göster
Özet
Physical layer identification systems classify the wireless devices by exploiting some distinctive device characteristics which can be measured from transmissions. In this paper, characteristic features based on descriptive statistics are extracted from the transient part of the received WiFi signals for classification purpose. Classification performance of the features is evaluated through experimental data. Feature sets consisting of combinations of descriptive statistics are tested in order to evaluate the distinctiveness of statistics which measures the central tendency and dispersion of data. Classification results for independent trials are presented in terms of mean and standard deviation of classification accuracy as well as confusion matrix
Anahtar Kelimeler
Makale Türü Özgün Makale
Makale Alt Türü Diğer hakemli uluslarası dergilerde yayınlanan tam makale
Dergi Adı Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering
Dergi ISSN 1303-6009
Dergi Tarandığı Indeksler Scholar
Makale Dili İngilizce
Basım Tarihi 04-2015
Cilt No 57
Sayı 2
Sayfalar 1 / 10
BM Sürdürülebilir Kalkınma Amaçları
Atıf Sayıları
Google Scholar 12

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