Kalman filters

Nonlinear state estimation in mobile robots using a fuzzy observer

The performance of model based fault detection and isolation systems can be improved by designing more accurate estimation methods. This work presents a novel implementation of a nonlinear Kalman filter based on the Takagi-Sugeno (TS) fuzzy …