Nonlinear state estimation using fuzzy local linear models
S. McGinnity, George Irwin · International Journal of Systems Science · 1997
A local modelling-based approach to nonlinear state estimation using a Sugeno fuzzy inference framework is presented. Four new fuzzy Kalman filters are proposed on this basis, and simulation results presented suggest potential improvements when compared with conventional extended Kalman filtering.