Decomposition based least squares iterative estimation algorithm for output error moving average systems. Issue 4 (2014)

• Record Type: Journal Article
• Is Part Of: Engineering computations. Volume 31:Issue 4(2014)
• Page Start: 709
• Page End: 725
• Publication Date: 2014
• Subjects: Computation method -- Numerical algorithm; Computer-aided engineering -- Periodicals; Computer graphics -- Periodicals; 620.00285
• DOI: 10.1108/EC-07-2012-0154
• Languages: English
• ISSNs: 0264-4401

Abstract

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. Acknowledgements : This work was supported by the National Natural Science Foundation of China.