Abstract
In this work, a prototype for vehicle data collection and analysis based on OBDII protocol is built with only using consumer grade hardware and open-source software. Real-time data via the OBDII port on most any modern vehicle can be retrieved and stored for use later. Potential uses of this data are general data logging and tracking, machine learning, vehicle diagnostics, and fine tuning in performance driving tasks. The data may also be used to compare multiple driver’s performances in the same vehicle. This work focuses on vehicles pre-2008 when the modern CAN-Bus was not mandatory in the United States.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
OBDII: Past, Present & Future (2012). www.autotap.com/techlibrary/obdii_past_present_future.asp [Retrieved: April 2021]
Haq, A.U., Ali, S., Rehman: OBDII, Android and OpenERP Based Vehicle’s 3M System. KS Omniscriptum Publishing (2015)
Walter, R., Walter, E.: Data Acquisition From HD Vehicles Using J1939 CAN Bus. SAE International (2016)
Cabala, M., Gamec, J.: Wireless real-time vehicle monitoring based on android mobile device. Acta Electrotechnica et Informatica 12(4), 7–11 (2012). https://doi.org/10.2478/v10198-012-0039-x
ELM327 (2016). https://www.elmelectronics.com/wp-content/uploads/2016/07/ELM327DS.pdf [Retrieved: April 2021]
Anusha, et al.: RS232 Protocol – Basics. Electronics Hub, 30 July 2018. www.electronicshub.org/rs232-protocol-basics/
2020 SCCA National Solo Rules. Sports Car Club of America (2020)
Seyfert, K.: OBD II Generic PID Diagnosis (2007). www.motor.com/magazine-summary/obd-ii-generic-pid-diagnosis-september-2007. [Retrieved: January 2021]
“Supported OBDII Parameters.” OBD, www.obdautodoctor.com/obd-parameters. [Retrieved: March 2021]
Vehicle-to-Vehicle Communication. NHTSA, 18 Dec. 2019, www.nhtsa.gov/technology-innovation/vehicle-vehicle-communication
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Liske, A., Che, X. (2023). An Implementation of Vehicle Data Collection and Analysis. In: Daimi, K., Al Sadoon, A. (eds) Proceedings of the Second International Conference on Innovations in Computing Research (ICR’23). Lecture Notes in Networks and Systems, vol 721. Springer, Cham. https://doi.org/10.1007/978-3-031-35308-6_11
Download citation
DOI: https://doi.org/10.1007/978-3-031-35308-6_11
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-35307-9
Online ISBN: 978-3-031-35308-6
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)