Recursive TLS Algorithms for Identification of Linear Systems

Abstract

It is well-known that the least squares (LS) method gives biased estimates for infinite impulse response (IIR) model in the presence of output noise [1]. One of the methods which delivers consistent estimates is the total least squares (TLS) method. In this paper, two types of the recursive TLS algorithms for noisy IIR estimation are discussed.