Decomposition based least squares iterative estimation algorithm for output error moving average systems
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...
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Published in: | Engineering computations Vol. 31; no. 4; pp. 709 - 725 |
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Main Author: | |
Format: | Journal Article |
Language: | English |
Published: |
Bradford
Emerald Group Publishing Limited
01-01-2014
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Subjects: | |
Online Access: | Get full text |
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Summary: | 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. |
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Bibliography: | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
ISSN: | 0264-4401 1758-7077 |
DOI: | 10.1108/EC-07-2012-0154 |