Control and Validation of an Autonomous Drag Racing Vehicle

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Event
SAE WCX Digital Summit
Authors Abstract
Content
This paper studies the implementation and validation of control algorithms for an autonomous drag racing vehicle. The previously developed modeling equations are first implemented with control in a realistic simulation environment complete with synthetic sensor data and decision-making algorithms. The controller is then transformed into an embedded on-board processing unit for on-vehicle testing. Camera, lidar, and radar sensor data are investigated and algorithms are created to provide information from physical sensors rather than synthetic data. The control related to actuation of the steering, brake, throttle, and shifting systems are further discussed, along with human-vehicle interaction in terms of handoff and emergency takeovers. The control algorithms are then validated on the research vehicle. This is demonstrated by completing a fully autonomous quarter-mile drag race, complete with camera detection for the staging sequence and MPC trajectory following. Two additional safety scenarios are presented and controlled: starting the race off center and fishtailing.
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DOI
https://doi.org/10.4271/2021-01-0101
Pages
16
Citation
Donikian, V., Bell, J., Khairallah, N., and Washington, G., "Control and Validation of an Autonomous Drag Racing Vehicle," SAE Int. J. Adv. & Curr. Prac. in Mobility 3(4):1710-1725, 2021, https://doi.org/10.4271/2021-01-0101.
Additional Details
Publisher
Published
Apr 6, 2021
Product Code
2021-01-0101
Content Type
Journal Article
Language
English