EN
WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS
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
Details
Primary Language
English
Subjects
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Journal Section
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Publication Date
May 1, 2015
Submission Date
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Acceptance Date
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Published in Issue
Year 2015 Volume: 57 Number: 1
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
1.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. doi:10.1501/commua1-2_0000000083
Chicago
Köse, Memduh, Selçuk Taşcıoğlu, and Ziya Telatar. 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.
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
[1]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, May 2015, doi: 10.1501/commua1-2_0000000083.
ISNAD
Köse, Memduh - Taşcıoğlu, Selçuk - Telatar, Ziya. “WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 57/1 (May 1, 2015): 1-10. https://doi.org/10.1501/commua1-2_0000000083.
JAMA
1.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, May 2015, pp. 1-10, doi:10.1501/commua1-2_0000000083.
Vancouver
1.Memduh Köse, Selçuk Taşcıoğlu, Ziya Telatar. WIRELESS DEVICE IDENTIFICATION USING DESCRIPTIVE STATISTICS. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2015 May 1;57(1):1-10. doi:10.1501/commua1-2_0000000083
