Online Identification of Multivariable Discrete Time Delay Systems Using a Recursive Least Square Algorithm
Joint Authors
Bedoui, Saïda
Ltaïef, Majda
Abderrahim, Kamel
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-16
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
This paper addresses the problem of simultaneous identification of linear discrete time delay multivariable systems.
This problem involves both the estimation of the time delays and the dynamic parameters matrices.
In fact, we suggest a new formulation of this problem allowing defining the time delay and the dynamic parameters in the same estimated vector and building the corresponding observation vector.
Then, we use this formulation to propose a new method to identify the time delays and the parameters of these systems using the least square approach.
Convergence conditions and statistics properties of the proposed method are also developed.
Simulation results are presented to illustrate the performance of the proposed method.
An application of the developed approach to compact disc player arm is also suggested in order to validate simulation results.
American Psychological Association (APA)
Bedoui, Saïda& Ltaïef, Majda& Abderrahim, Kamel. 2013. Online Identification of Multivariable Discrete Time Delay Systems Using a Recursive Least Square Algorithm. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-18.
https://search.emarefa.net/detail/BIM-1010267
Modern Language Association (MLA)
Bedoui, Saïda…[et al.]. Online Identification of Multivariable Discrete Time Delay Systems Using a Recursive Least Square Algorithm. Mathematical Problems in Engineering No. 2013 (2013), pp.1-18.
https://search.emarefa.net/detail/BIM-1010267
American Medical Association (AMA)
Bedoui, Saïda& Ltaïef, Majda& Abderrahim, Kamel. Online Identification of Multivariable Discrete Time Delay Systems Using a Recursive Least Square Algorithm. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-18.
https://search.emarefa.net/detail/BIM-1010267
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1010267