Model reference adaptive control with L 1+α tracking

Abstract

A redesign of model reference adaptive control using a non-quadratic Lyapunov function for deriving a new adaptive law leads to a tracking error e(t) belonging to the L ^1+α signal space for plants with relative degree one, where α > 0 is a design parameter. A choice of 0 < α < 1 leads to the energy of |e(t;)|^(1+α)/2 smaller than that with the standard adaptive law for α = 1. Simulation results indicate that the new adaptive control scheme with0 < α < 1improves system tracking performance. Preliminary analysis shows that the new scheme with a projection modification is also robust with respect to external disturbances.