In this paper a microscopic hybrid automaton for Adaptive Cruise Control (ACC) exhibiting psycho-physical human characteristics is introduced. The objective is to let the ACC mimic the human behavior to improve passenger experience, while assuring classical ACC properties. The human-inspired automaton is combined with a predictive control strategy in order to meet physical and safety constraints, as well as fuel minimization. An optimization problem is then formulated according to efficiency and constraints satisfaction. A receding horizon approach is implemented to solve the problem. Simulations are performed in order to validate the control law and to show the efficacy of the proposed approach.
|Titolo:||A Microscopic Human-Inspired Adaptive Cruise Control for Eco-Driving|
MIRABILIO, MARCO (Corresponding)
|Data di pubblicazione:||2020|
|Appare nelle tipologie:||4.1 Contributo in Atti di convegno|