2 papers
eess.SY2024
Eco-driving under localization uncertainty for connected vehicles on Urban roads: Data-driven approach and Experiment verification
Eunhyek Joa, Eric Yongkeun Choi, Francesco Borrelli
This paper addresses the eco-driving problem for connected vehicles on urban roads, considering localization uncertainty. Eco-driving is defined as longitudinal speed planning and…
cs.RO2023
Predictive Control for Autonomous Driving with Uncertain, Multi-modal Predictions
Siddharth H. Nair, Hotae Lee, Eunhyek Joa +3
We propose a Stochastic MPC (SMPC) formulation for path planning with autonomous vehicles in scenarios involving multiple agents with multi-modal predictions. The multi-modal predi…