Frequency-domain subspace identification using FRF data from arbitrary signals

被引:6
作者
Cauberghe, B [1 ]
Guillaume, P [1 ]
Pintelon, R [1 ]
Verboven, P [1 ]
机构
[1] Free Univ Brussels, TWWERK, B-1050 Brussels, Belgium
关键词
D O I
10.1016/j.jsv.2005.04.021
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Recently an extension of the frequency-domain subspace identification methods was developed that can cope with arbitrary excitation signals and transient effects. In this paper the implications of this extended model are investigated for the H, estimator. It is shown that an extended model makes it possible to start from frequency response functions (FRFs) without suffering from leakage, by modelling the initial conditions of each data block used in the averaging procedure of the H, estimator. In this way the measurements can be averaged in order to reduce both the data set and the noise levels without introducing bias errors caused by leakage phenomena. It is shown by both simulations and real-life measurements that the presented approach improves the modal parameter estimates and in particular the damping estimates. (c) 2005 Published by Elsevier Ltd.
引用
收藏
页码:555 / 571
页数:17
相关论文
共 13 条
[1]   Frequency response function-based parameter identification from short data sequences [J].
Cauberghe, B ;
Guillaume, P ;
Verboven, P ;
Vanlanduit, S ;
Parloo, E .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2004, 18 (05) :1097-1116
[2]  
CAUBERGHE B, 2004, THESIS VRIJE U BRUSS
[3]  
CAUBERGHE B, 2003, P 8 INT C REC ADV ST
[4]  
Heylen W., 1998, MODAL ANAL THEORY TE
[5]  
Juang JN, 1994, APPL SYSTEM IDENTIFI
[6]  
MAIA NM, 1997, THEROETICAL EXPT MOD
[7]   Subspace-based multivariable system identification from frequency response data [J].
McKelvey, T ;
Akcay, H ;
Ljung, L .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1996, 41 (07) :960-979
[8]   Frequency domain identification methods [J].
McKelvey, T .
CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2002, 21 (01) :39-55
[9]  
MCKELVEY T, 2000, 1I IFAC S SYST ID SA
[10]   Frequency domain system identification using arbitrary signals [J].
Pintelon, R ;
Schoukens, J ;
Vandersteen, G .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1997, 42 (12) :1717-1720