A Modified Unscented Kalman Filter Combined with Ant Lion Optimization for Vehicle State Estimation

Figure 11

Simulation results of tire-road lateral force for UKF and ALOUKF estimators: (a) front left; (b) front right; (c) left rear; (d) right rear.

(a)

(b)

(c)

(d)