Analysis of a Recursive Least Squares Signal Processing Algorithm

摘要

This paper concerns the recursive least squares algorithm of J. G. Mchirter. We analyze in detail, hows the method's stability depends on the condition of the data matrix, and we present a new procedure for estimating the error in the computed solution. Keywords: Reprints; Least squares, Signal Processing; Algorithm; data matrix; residual vector.