Parameters estimation of systems with delayed and structured entries

被引:78
作者
Belkoura, Lotfi [1 ,2 ]
Richard, Jean-Pierre
Fliess, Michel [3 ,4 ]
机构
[1] Univ Sci & Technol Lille, Ufr IEEA, LAGIS, CNRS,UMR 8416, F-59655 Villeneuve Dascq, France
[2] Univ Sci & Technol Lille, INRIA Lille Nord Europe, Alien Project, F-59655 Villeneuve Dascq, France
[3] Ecole Polytech, LIX, CNRS, UMR 7161, Palaiseau, France
[4] Ecole Polytech, INRIA Saclay Ile France, Alien Project, Palaiseau, France
关键词
Delay systems; Switched linear systems; Identification; ONLINE IDENTIFICATION;
D O I
10.1016/j.automatica.2008.12.026
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with on-line identification of continuous-time systems with structured entries. Such entries, which may consist of inputs, perturbations or piecewise polynomial (time varying) parameters, can be defined as signals that can be easily annihilated. The proposed cancellation method allows to obtain non asymptotic estimators for the unknown coefficients. Application to delayed and switching hybrid systems are proposed. Numerical simulations with noisy data but also experimental results on a delay process are provided. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1117 / 1125
页数:9
相关论文
共 26 条
[1]   Parameter and delay estimation of continuous-time models using a linear filter [J].
Ahmed, S ;
Huang, B ;
Shah, SL .
JOURNAL OF PROCESS CONTROL, 2006, 16 (04) :323-331
[2]  
[Anonymous], P 2006 AM CONTR C MI
[3]   Identifiabilty of systems described by convolution equations [J].
Belkoura, L .
AUTOMATICA, 2005, 41 (03) :505-512
[4]  
BELKOURA L, 2006, 16 C MATH THEOR NETW
[5]  
Belkoura L, 2006, 6 IFAC WORKSH TIM DE
[6]  
BELTRANCARVAJAL F, 2005, P AM CONTR C
[7]  
DESANTIS E, 2005, P 2005 IEEE INT S ME
[8]  
DRUHLE S, 2006, 9 INT WORKSH HSCC AM, P184
[9]  
Ferrari-Trecate G, 2001, P AMER CONTR CONF, P3521, DOI 10.1109/ACC.2001.946178
[10]   Robust residual generation for linear fault diagnosis:: an algebraic setting with examples [J].
Fliess, M ;
Join, C ;
Sira-Ramírez, H .
INTERNATIONAL JOURNAL OF CONTROL, 2004, 77 (14) :1223-1242