EN
WiFi-based Vehicle Security System for Future Intelligent Transportation Systems
Abstract
With the rapid maturation in automotive industry, intelligent sensing has been emerged as a vital research field for fast paced future intelligent transportation system. After the progressive integration of advanced driver assistance system and the rapid growth in next generation Internet of Vehicles (IoV), diver’s identification constitutes an indispensable aspect for the authorization in next generation internet-connected smart vehicles. Real-time driver identification is crucial in next generation smart vehicles. The presented solution is based on channel state information (CSI) of WiFi signals. In this proposed framework, an innovative WiFi- based low cost driver identification system is proposed which can recognize driver with good accuracy and less computational burden. The core idea is based on analyzing the steering wheel maneuver, exploiting CSI of WiFi signal. In the era of advanced information and communication in intelligent transportation system, this driver identification system may incorporate various intelligent means that are beneficial in many applications including safety, security, fleet management, ride hailing, insurance telematics, and customized vehicles. The proposed framework can recognize the activities with an average accuracy of 92.5% and identification with an average accuracy of 91.8%.
Keywords
References
- [1] Azadani MN, Boukerche A. Driverrep: Driver identification through driving behavior embeddings. Journal of Parallel and Distributed Computing. 2022;162:105-17. https://doi.org/10.1016/j.jpdc.2022.01.010
- [2] Choi GH, Lim K, Pan SB. Identification system based on resolution adjusted 2D spectrogram of driver’s ECG for intelligent vehicle. Mobile Information Systems. 2022;2022(1):5404343. https://doi.org/10.1155/2022/5404343
- [3] Ahmadian R, Ghatee M. Driver Identification by Neural Network on Extracted Statistical Features from Smartphone Data. arXiv preprint arXiv:200200764. 2020. http://doi.org/10.48550.arXiv.2002.00764
- [4] Ezzini S, Berrada I, Ghogho M. Who is behind the wheel? Driver identification and fingerprinting. Journal of Big Data. 2018;5(1):1-15. https://doi.org/10.1186/s40537-018-0118-7
- [5] Virojboonkiate N, Chanakitkarnchok A, Vateekul P, Rojviboonchai K. Public transport driver identification system using histogram of acceleration data. Journal of Advanced Transportation. 2019;2019(1):6372597. https://doi.org/10.1155/2019/6372597
- [6] Rahim MA, Zhu L, Li X, Liu J, Zhang Z, Qin Z, et al. Zero-to-stable driver identification: A non-intrusive and scalable driver identification scheme. IEEE transactions on vehicular technology. 2020;69(1):163-71. 10.1109/TVT.2019.2954529
- [7] Arshad S, Feng C, Elujide I, Zhou S, Liu Y, editors. SafeDrive-Fi: A multimodal and device free dangerous driving recognition system using WiFi. 2018 IEEE international conference on communications (ICC); 2018: IEEE. 10.1109/ICC.2018.8422431
- [8] Bai Y, Wang Z, Zheng K, Wang X, Wang J, editors. WiDrive: Adaptive WiFi-based recognition of driver activity for real-time and safe takeover. 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS); 2019: IEEE. 10.1109/ICDCS.2019.00094
Details
Primary Language
English
Subjects
Automotive Engineering (Other)
Journal Section
Research Article
Publication Date
December 31, 2024
Submission Date
February 4, 2024
Acceptance Date
May 7, 2024
Published in Issue
Year 2024 Volume: 8 Number: 4
APA
Akhtar, Z., & Rasool, H. F. (2024). WiFi-based Vehicle Security System for Future Intelligent Transportation Systems. International Journal of Automotive Science And Technology, 8(4), 493-505. https://doi.org/10.30939/ijastech..1431379
AMA
1.Akhtar Z, Rasool HF. WiFi-based Vehicle Security System for Future Intelligent Transportation Systems. IJASTECH. 2024;8(4):493-505. doi:10.30939/ijastech.1431379
Chicago
Akhtar, Zain, and Hafiz Faiz Rasool. 2024. “WiFi-Based Vehicle Security System for Future Intelligent Transportation Systems”. International Journal of Automotive Science And Technology 8 (4): 493-505. https://doi.org/10.30939/ijastech. 1431379.
EndNote
Akhtar Z, Rasool HF (December 1, 2024) WiFi-based Vehicle Security System for Future Intelligent Transportation Systems. International Journal of Automotive Science And Technology 8 4 493–505.
IEEE
[1]Z. Akhtar and H. F. Rasool, “WiFi-based Vehicle Security System for Future Intelligent Transportation Systems”, IJASTECH, vol. 8, no. 4, pp. 493–505, Dec. 2024, doi: 10.30939/ijastech..1431379.
ISNAD
Akhtar, Zain - Rasool, Hafiz Faiz. “WiFi-Based Vehicle Security System for Future Intelligent Transportation Systems”. International Journal of Automotive Science And Technology 8/4 (December 1, 2024): 493-505. https://doi.org/10.30939/ijastech. 1431379.
JAMA
1.Akhtar Z, Rasool HF. WiFi-based Vehicle Security System for Future Intelligent Transportation Systems. IJASTECH. 2024;8:493–505.
MLA
Akhtar, Zain, and Hafiz Faiz Rasool. “WiFi-Based Vehicle Security System for Future Intelligent Transportation Systems”. International Journal of Automotive Science And Technology, vol. 8, no. 4, Dec. 2024, pp. 493-05, doi:10.30939/ijastech. 1431379.
Vancouver
1.Zain Akhtar, Hafiz Faiz Rasool. WiFi-based Vehicle Security System for Future Intelligent Transportation Systems. IJASTECH. 2024 Dec. 1;8(4):493-505. doi:10.30939/ijastech. 1431379
Cited By
CSI-FL: Communication-Sensing Integrated Federated Learning Framework for Heterogeneous IoV
IEEE Transactions on Computational Social Systems
https://doi.org/10.1109/TCSS.2025.3573280
