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.
Keywords
Acknowledgements
This work was supported by the National Natural Science Foundation of China.
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
Publisher
:Emerald Group Publishing Limited
Copyright © 2014, Emerald Group Publishing Limited