Ling-Yu Xu

An adaptive model predictive control method for autonomous driving obstacle avoidance considering trajectory prediction uncertainty

Simulation results show that the proposed adaptive MPC method can accurately predict the future trajectory of the target vehicle and dynamically adjust the safety constraint range according to the prediction uncertainty, so that the autonomous vehicle can maintain a relatively stable driving state and a more reliable o...