Decomposition based least squares iterative estimation algorithm for output error moving average systems

Abstract

Purpose

The purpose of this paper is to solve the heavy computational problem of parameter estimation algorithm.

Design/methodology/approach

Presents a decomposition least squares based iterative identification algorithm.

Findings

Can estimate the parameters for linear or pseudo-linear systems and have lower computational burden.

Originality/value

This paper adopts a decomposition technique to solve engineering computation problems and offers a potential and efficient algorithm.

Citation

Zhang, W. (2014), "Decomposition based least squares iterative estimation algorithm for output error moving average systems", Engineering Computations, Vol. 31 No. 4, pp. 709-725. https://doi.org/10.1108/EC-07-2012-0154