minimum-time planning 1model predictive control 1motorsport 1parametric uncertainty 1robust control 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.RO2026
Parsimonious disturbance-aware minimum-time planning with parametric uncertainty
Martino Gulisano, Matteo Masoni, Marco Gabiccini
The paper proposes a minimum‑lap‑time planning method for motorsport that incorporates robustness to both external disturbances and uncertainties in vehicle parameters, using a sel…
cs.RO2025
On Disturbance-Aware Minimum-Time Trajectory Planning: Evidence from Tests on a Dynamic Driving Simulator
Matteo Masoni, Vincenzo Palermo, Marco Gabiccini +6
This work investigates how disturbance-aware, robustness-embedded reference trajectories translate into driving performance when executed by professional drivers in a dynamic simul…
cs.RO2025
Disturbance-aware minimum-time planning strategies for motorsport vehicles with probabilistic safety certificates
Martino Gulisano, Matteo Masoni, Marco Gabiccini +1
This paper presents a disturbance-aware framework that embeds robustness into minimum-lap-time trajectory optimization for motorsport. Two formulations are introduced. (i) Open-loo…