Kyung Ho Park, Byung Il Kwak, Huy Kang Kim

We propose a driver pattern dataset consists of 51 features extracted from CAN (Controller Area Network) of Hyundai YF Sonata while four drivers drove city roads of Seoul, Republic of Korea. Under the belief that different driving patterns implicitly exist at CAN data, we collected CAN diagnosis data from four drivers in pursuit of research on driver identification, driver profiling, and abnormal driving behavior detection. Four drivers are named A, B, C, and D.

Dataset Files

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[1] Kyung Ho Park, Byung Il Kwak, Huy Kang Kim, "This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/qar8-sd42. Accessed: Jan. 14, 2025.
@data{qar8-sd42-20,
doi = {10.21227/qar8-sd42},
url = {http://dx.doi.org/10.21227/qar8-sd42},
author = {Kyung Ho Park; Byung Il Kwak; Huy Kang Kim },
publisher = {IEEE Dataport},
title = {This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus},
year = {2020} }
TY - DATA
T1 - This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus
AU - Kyung Ho Park; Byung Il Kwak; Huy Kang Kim
PY - 2020
PB - IEEE Dataport
UR - 10.21227/qar8-sd42
ER -
Kyung Ho Park, Byung Il Kwak, Huy Kang Kim. (2020). This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus. IEEE Dataport. http://dx.doi.org/10.21227/qar8-sd42
Kyung Ho Park, Byung Il Kwak, Huy Kang Kim, 2020. This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus. Available at: http://dx.doi.org/10.21227/qar8-sd42.
Kyung Ho Park, Byung Il Kwak, Huy Kang Kim. (2020). "This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus." Web.
1. Kyung Ho Park, Byung Il Kwak, Huy Kang Kim. This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/qar8-sd42
Kyung Ho Park, Byung Il Kwak, Huy Kang Kim. "This Car is Mine!: Driver Pattern Dataset extracted from CAN-bus." doi: 10.21227/qar8-sd42