Nonlinear Kalman filtering via ultradiscretization procedure

摘要

A new filtering method for a nonlinear system is proposed. The original nonlinear system is reduced to a piecewise linear system through the procedure of ultradiscretization. Then the discrete-time Kalman filter is readily applied to the obtained system by imposing some conditions on system variables and parameters. Some numerical experiments are given to show the efficiency of the method.