road grip potential without using any tire–road friction model. The observer consists of an
Extended Kalman Filter structure, which incorporates the available prior knowledge about
the vehicle dynamics, a feedforward Neural Network structure, which is used to estimate the
highly nonlinear tire behavior, and a Recursive Least Squares block, which predicts the road
grip potential. The proposed observer was evaluated under a wide range of aggressive …