Vehicle Velocity Estimation using Nonlinear Observers

Nonlinear observers for estimation of lateral and longitudinal velocity of automotive vehicles are proposed, based on acceleration and yaw rate measurements in addition to wheel speed and steering angle. The observer for lateral velocity uses a tyre-road friction model. Under certain conditions, exponential stability of the observers is shown. A structural assumption on the friction model is discussed. The observer structure is applied to experimental data from cars.