Neural observers for non-linear systems.

Abstract

Design of dynamic neural observer for nonlinear plant is considered. Six different schemes have been proposed. Simulation studies have been conducted to establish their usefulness and evaluate their performance. Simulation study also established the superiority of the proposed schemes over the static neural observer and the extended Kalman filter.