WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS

Memduh Köse; Selçuk Taşcıoğlu; Ziya Telatar

doi:10.1501/commua1-2_0000000083

Year 2015, Volume: 57 Issue: 1, 1 - 10, 01.05.2015

Memduh Köse Selçuk Taşcıoğlu Ziya Telatar

https://doi.org/10.1501/commua1-2_0000000083

Cited By: 1

Abstract

WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS

Year 2015, Volume: 57 Issue: 1, 1 - 10, 01.05.2015

Memduh Köse Selçuk Taşcıoğlu Ziya Telatar

https://doi.org/10.1501/commua1-2_0000000083

Cited By: 1

Abstract

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

Keywords

Wireless device identification , transient signal , descriptive statistics , classification performance evaluation

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Details

Primary Language	English
Authors	Memduh Köse This is me Selçuk Taşcıoğlu This is me Ziya Telatar
Publication Date	May 1, 2015
Published in Issue	Year 2015 Volume: 57 Issue: 1

Cite

APA	Köse, M., Taşcıoğlu, S., & Telatar, Z. (2015). WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, 57(1), 1-10. https://doi.org/10.1501/commua1-2_0000000083
AMA	Köse M, Taşcıoğlu S, Telatar Z. WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. May 2015;57(1):1-10. doi:10.1501/commua1-2_0000000083
Chicago	Köse, Memduh, Selçuk Taşcıoğlu, and Ziya Telatar. “WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 57, no. 1 (May 2015): 1-10. https://doi.org/10.1501/commua1-2_0000000083.
EndNote	Köse M, Taşcıoğlu S, Telatar Z (May 1, 2015) WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 57 1 1–10.
IEEE	M. Köse, S. Taşcıoğlu, and Z. Telatar, “WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS”, Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng., vol. 57, no. 1, pp. 1–10, 2015, doi: 10.1501/commua1-2_0000000083.
ISNAD	Köse, Memduh et al. “WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 57/1 (May2015), 1-10. https://doi.org/10.1501/commua1-2_0000000083.
JAMA	Köse M, Taşcıoğlu S, Telatar Z. WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2015;57:1–10.
MLA	Köse, Memduh et al. “WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, vol. 57, no. 1, 2015, pp. 1-10, doi:10.1501/commua1-2_0000000083.
Vancouver	Köse M, Taşcıoğlu S, Telatar Z. WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2015;57(1):1-10.

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