Mixed Lp Estimators Variety for Model Order Reduction in Control Oriented System Identification
Joint Authors
Corbier, Christophe
Carmona, Jean-Claude
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-03-19
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
A new family of MLE type Lp estimators for model order reduction in dynamical systems identification is presented in this paper.
A family of Lp distributions proposed in this work combines Lp2 (1 The main purpose is to show that these parameters add degrees of freedom (DOF) in the estimation criterion and reduce the estimated model complexity. Convergence consistency properties of the estimator are analysed and the model order reduction is established. Experimental results are presented and discussed on a real vibration complex dynamical system and pseudo-linear models are considered.
American Psychological Association (APA)
Corbier, Christophe& Carmona, Jean-Claude. 2015. Mixed Lp Estimators Variety for Model Order Reduction in Control Oriented System Identification. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-18.
https://search.emarefa.net/detail/BIM-1073567
Modern Language Association (MLA)
Corbier, Christophe& Carmona, Jean-Claude. Mixed Lp Estimators Variety for Model Order Reduction in Control Oriented System Identification. Mathematical Problems in Engineering No. 2015 (2015), pp.1-18.
https://search.emarefa.net/detail/BIM-1073567
American Medical Association (AMA)
Corbier, Christophe& Carmona, Jean-Claude. Mixed Lp Estimators Variety for Model Order Reduction in Control Oriented System Identification. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-18.
https://search.emarefa.net/detail/BIM-1073567
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073567