An overview of subspace identification

被引：456

作者：

Qin, S. Joe ^{[1
]}

机构：

[1] Univ Texas, Dept Chem Engn, Austin, TX 78712 USA

来源：

COMPUTERS & CHEMICAL ENGINEERING | 2006年 / 30卷 / 10-12期

基金：

中国国家自然科学基金;

关键词：

subspace identification; closed-loop identification; overview; state space models; causal model; practice;

D O I：

10.1016/j.compchemeng.2006.05.045

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This paper provides an overview of the state of the art of subspace identification methods for both open-loop and closed-loop systems. Practical considerations and future directions are given at the end of the paper. (c) 2006 Elsevier Ltd. All rights reserved.

引用

页码：1502 / 1513

页数：12

共 43 条

[1] [Anonymous], 1994, AUTOMATICA
[2] Asymptotic properties of subspace estimators
Bauer, D
[J]. AUTOMATICA, 2005, 41 (03) : 359 - 376
[3] Some facts about the choice of the weighting matrices in Larimore type of subspace algorithms
Bauer, D
Ljung, L
[J]. AUTOMATICA, 2002, 38 (05) : 763 - 773
[4] BAUER D, 2003, P 13 IFAC SYSID S, P763
[5] Consistency analysis of some closed-loop subspace identification methods
Chiuso, A
Picci, G
[J]. AUTOMATICA, 2005, 41 (03) : 377 - 391
[6] The asymptotic variance of subspace estimates
Chiuso, A
Picci, G
[J]. JOURNAL OF ECONOMETRICS, 2004, 118 (1-2) : 257 - 291
[7] Subspace algorithms for the identification of multivariable dynamic errors-in-variables models
Chou, CT
Verhaegen, M
[J]. AUTOMATICA, 1997, 33 (10) : 1857 - 1869
[8] Closed-loop identification revisited
Forssell, U
Ljung, L
[J]. AUTOMATICA, 1999, 35 (07) : 1215 - 1241
[9] Statistical analysis of subspace-based estimation of reduced-rank linear regressions
Gustafsson, T
Rao, BD
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (01) : 151 - 159
[10] Subspace-based system identification: weighting and pre-filtering of instruments
Gustafsson, T
[J]. AUTOMATICA, 2002, 38 (03) : 433 - 443

← 1 2 3 4 5 →