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Least squares and output error identification algorithms for continuous time systems with unknown time delay operating in open or closed loop

Baysse, Arnaud and Carrillo, Francisco Javier and Habbadi, Abdallah Least squares and output error identification algorithms for continuous time systems with unknown time delay operating in open or closed loop. (2012) In: 16th IFAC Symposium on System Identification (Sysid 2012), 11-13 July 2012, Brussels, Belgium .

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Abstract

This paper presents two off-line output error identification algorithms for linear continuous-time systems with unknown time delay from sampled data. The proposed methods (for open and closed loop systems) use a Nonlinear Programming algorithm and needs an initialization step that is also proposed from a modication of the Yang algorithm. Simulations, as illustrated by Monte-Carlo runs, show that the obtained parameters are unbiased and very accurate.

Item Type:Conference or Workshop Item (Paper)
Additional Information:This paper appears in Sysid 2012, 16th IFAC Symposium on System Identification, Volume # 16, Part # 1. Thanks to IFAC-PapersOnLine. The definitive version is available at http://www.ifac-papersonline.net/Detailed/54483.html
Audience (conference):International conference proceedings
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Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
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Deposited By: Francisco Carrillo
Deposited On:14 Feb 2013 17:58

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