A Physical Layer-based Lane Authentication Method

Halit Erdogan; Ozge Belgul; Asim Zoran Kabakci; Semiha Tedik Basaran; Gunes Karabulut Kurt

doi:10.23919/ELECO54474.2021.9677795

A Physical Layer-based Lane Authentication Method

Halit Erdogan
, Ozge Belgul
, Asim Zoran Kabakci
, Semiha Tedik Basaran
, Gunes Karabulut Kurt

Elektronik ve Hab.Müh.Bölümü

Istanbul Technical University
Polytechnique Montréal

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

Özet

In this study, a scenario is simulated in which a mobile user is set to motion in a straight path and authenticates whether the user is on the correct path in each consecutive position. For this process, channel differences are utilized to propose a lane authentication method. Wireless communication pa-rameters such as the number of receiving antennas and the number of OFDM subcarriers are changed repeatedly for the purpose of finding the optimal parameters. The same approach is applied to machine learning (ML) parameters such as algorithm types, whether or not there is principal component analysis, or the number of folds for k-fold cross-validation. Accuracies and other results obtained from var-ious ML models are presented.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	535-538
Sayfa sayısı	4
ISBN (Elektronik)	9786050114379
DOI'lar	https://doi.org/10.23919/ELECO54474.2021.9677795
Yayın durumu	Yayınlandı - 2021
Etkinlik	13th International Conference on Electrical and Electronics Engineering, ELECO 2021 - Virtual, Bursa, Türkiye Süre: 25 Kas 2021 → 27 Kas 2021

Yayın serisi

Adı	2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	13th International Conference on Electrical and Electronics Engineering, ELECO 2021
Ülke/Bölge	Türkiye
Şehir	Virtual, Bursa
Periyot	25/11/21 → 27/11/21

Bibliyografik not

Publisher Copyright:
© 2021 Chamber of Turkish Electrical Engineers.

Finansman

This work was supported by the Institution under Grant No. xxx-xxx.

Belgeye Erişim

10.23919/ELECO54474.2021.9677795

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Erdogan, H., Belgul, O., Kabakci, A. Z., Basaran, S. T., & Kurt, G. K. (2021). A Physical Layer-based Lane Authentication Method. In 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021 (pp. 535-538). (2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/ELECO54474.2021.9677795

@inproceedings{c61a83e9e0f443d6bfa271c5b5a971ee,

title = "A Physical Layer-based Lane Authentication Method",

abstract = "In this study, a scenario is simulated in which a mobile user is set to motion in a straight path and authenticates whether the user is on the correct path in each consecutive position. For this process, channel differences are utilized to propose a lane authentication method. Wireless communication pa-rameters such as the number of receiving antennas and the number of OFDM subcarriers are changed repeatedly for the purpose of finding the optimal parameters. The same approach is applied to machine learning (ML) parameters such as algorithm types, whether or not there is principal component analysis, or the number of folds for k-fold cross-validation. Accuracies and other results obtained from var-ious ML models are presented.",

author = "Halit Erdogan and Ozge Belgul and Kabakci, \{Asim Zoran\} and Basaran, \{Semiha Tedik\} and Kurt, \{Gunes Karabulut\}",

note = "Publisher Copyright: {\textcopyright} 2021 Chamber of Turkish Electrical Engineers.; 13th International Conference on Electrical and Electronics Engineering, ELECO 2021 ; Conference date: 25-11-2021 Through 27-11-2021",

year = "2021",

doi = "10.23919/ELECO54474.2021.9677795",

language = "English",

series = "2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "535--538",

booktitle = "2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021",

address = "United States",

}

Erdogan, H, Belgul, O, Kabakci, AZ, Basaran, ST & Kurt, GK 2021, A Physical Layer-based Lane Authentication Method. in 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021. 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021, Institute of Electrical and Electronics Engineers Inc., pp. 535-538, 13th International Conference on Electrical and Electronics Engineering, ELECO 2021, Virtual, Bursa, Türkiye, 25/11/21. https://doi.org/10.23919/ELECO54474.2021.9677795

A Physical Layer-based Lane Authentication Method. / Erdogan, Halit; Belgul, Ozge; Kabakci, Asim Zoran et al.
2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 535-538 (2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021).

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

TY - GEN

T1 - A Physical Layer-based Lane Authentication Method

AU - Erdogan, Halit

AU - Belgul, Ozge

AU - Kabakci, Asim Zoran

AU - Basaran, Semiha Tedik

AU - Kurt, Gunes Karabulut

PY - 2021

Y1 - 2021

N2 - In this study, a scenario is simulated in which a mobile user is set to motion in a straight path and authenticates whether the user is on the correct path in each consecutive position. For this process, channel differences are utilized to propose a lane authentication method. Wireless communication pa-rameters such as the number of receiving antennas and the number of OFDM subcarriers are changed repeatedly for the purpose of finding the optimal parameters. The same approach is applied to machine learning (ML) parameters such as algorithm types, whether or not there is principal component analysis, or the number of folds for k-fold cross-validation. Accuracies and other results obtained from var-ious ML models are presented.

AB - In this study, a scenario is simulated in which a mobile user is set to motion in a straight path and authenticates whether the user is on the correct path in each consecutive position. For this process, channel differences are utilized to propose a lane authentication method. Wireless communication pa-rameters such as the number of receiving antennas and the number of OFDM subcarriers are changed repeatedly for the purpose of finding the optimal parameters. The same approach is applied to machine learning (ML) parameters such as algorithm types, whether or not there is principal component analysis, or the number of folds for k-fold cross-validation. Accuracies and other results obtained from var-ious ML models are presented.

UR - https://www.scopus.com/pages/publications/85125222250

U2 - 10.23919/ELECO54474.2021.9677795

DO - 10.23919/ELECO54474.2021.9677795

M3 - Conference contribution

AN - SCOPUS:85125222250

T3 - 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021

SP - 535

EP - 538

BT - 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 13th International Conference on Electrical and Electronics Engineering, ELECO 2021

Y2 - 25 November 2021 through 27 November 2021

ER -

Erdogan H, Belgul O, Kabakci AZ, Basaran ST, Kurt GK. A Physical Layer-based Lane Authentication Method. In 2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 535-538. (2021 13th International Conference on Electrical and Electronics Engineering, ELECO 2021). doi: 10.23919/ELECO54474.2021.9677795

A Physical Layer-based Lane Authentication Method

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Finansman

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap