Subspace-based multivariable system identification from frequency response data

被引：372

作者：

McKelvey, T

Akcay, H

Ljung, L

机构：

[1] Department of Electrical Engineering, Linköping University

[2] Tübitak, Marmara Research Center

来源：

IEEE TRANSACTIONS ON AUTOMATIC CONTROL | 1996年 / 41卷 / 07期

关键词：

D O I：

10.1109/9.508900

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Two noniterative subspace-based algorithms which identify linear, time-invariant MIMO (multi-input/multioutput) systems from frequency response data are presented. The algorithms are related to the recent time-domain subspace identification techniques. The first algorithm uses equidistantly, in frequency, spaced data and is strongly consistent under weak noise assumptions. The second algorithm uses arbitrary frequency spacing and is strongly consistent under more restrictive noise assumptions. Promising results are obtained when the algorithms are applied to real frequency data originating from a large flexible structure.

引用

页码：960 / 979

页数：20

共 57 条

[1]

ADCOCK JL, 1987, HEWLETT-PACKARD J, V38, P33

[2] MODEL-REDUCTION VIA BALANCED REALIZATIONS - AN EXTENSION AND FREQUENCY WEIGHTING TECHNIQUES [J].

ALSAGGAF, UM ;

FRANKLIN, GF .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1988, 33 (07) :687-692

[3]

[Anonymous], 1981, Time series data analysis and theory, DOI 10.1201/b15288-24

[4]

Astrom K.J., 2011, Computer-Controlled Systems: Theory and Design, VThird

[5]

BAYARD DS, 1993, PROCEEDINGS OF THE 1993 AMERICAN CONTROL CONFERENCE, VOLS 1-3, P3038

[6] HIGH-ORDER MULTIVARIABLE TRANSFER-FUNCTION CURVE-FITTING - ALGORITHMS, SPARSE-MATRIX METHODS AND EXPERIMENTAL RESULTS [J].

BAYARD, DS .

AUTOMATICA, 1994, 30 (09) :1439-1444

[7]

BAYARD DS, 1992, PROCEEDINGS OF THE 31ST IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, P1707, DOI 10.1109/CDC.1992.371135

[8]

Chung KL., 1974, COURSE PROBABILITY T

[9]

DAILEY RL, 1987, P SIAM 35 ANN M DENV

[10] THE SINGULAR-VALUE DECOMPOSITION AND LONG AND SHORT SPACES OF NOISY MATRICES [J].

DEMOOR, B .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1993, 41 (09) :2826-2838

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