no code implementations • 5 Aug 2022 • Mehmet Fatih Ozkan, Yao Ma
With the proposed approach, trust-aware AVs generate explicable plans by optimizing both predefined plans and explicability of the plans in the car-following interactions with the following human driver.
no code implementations • 27 Jan 2022 • Mehmet Fatih Ozkan, Yao Ma
The proposed DSMPC design integrates the stochastic driver behavior model of the human-driven leader truck with a distributed formation control design for the following automated trucks in the platoon.
no code implementations • 3 Dec 2021 • Mehmet Fatih Ozkan, Yao Ma
In the car-following scenarios, automated vehicles (AVs) usually plan motions without considering the impacts of their actions on the following human drivers.
no code implementations • 1 Jul 2021 • Mehmet Fatih Ozkan, Abishek Joseph Rocque, Yao Ma
Compared to the deterministic baseline driver behavior model, the results reveal that the proposed stochastic driver behavior model can better replicate the driver's unique and rich driving strategies in a variety of traffic conditions.
no code implementations • 15 Jun 2021 • Mehmet Fatih Ozkan, Yao Ma
Simulation studies are conducted to investigate the fuel economy performance of the proposed control strategy and to validate the local and string stability of the platoon under a realistic traffic scenario.