On the persistency of excitation for systems having purely deterministic disturbances using the RLS algorithm

Abstract

A system with purely deterministic disturbances can be represented by a non-minimal model. In this paper we establish conditions on the input to the system so that when the RLS algorithm is applied to identify its parameters, convergence is guaranteed. It should be pointed out that no boundedness conditions on this input are required.