Consistency analysis of closed-loop subspace identification

被引:1
作者
Chiuso, A [1 ]
Picci, G [1 ]
机构
[1] Univ Padua, Dipartimento Ingn Informaz, I-35131 Padua, Italy
来源
2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5 | 2004年
关键词
D O I
10.1109/CDC.2004.1430373
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 builds on theoretical work that we have been carrying through in the last years, on stochastic state space construction in the presence of feedback. Two new subspace algorithms for closed loop systems are analyzed and a consistency analysis and explicit computation of the bias are provided, using the framework of stochastic systems and stochastic realization theory.
引用
收藏
页码:2188 / 2194
页数:7
相关论文
共 50 条
[41]   Closed-loop system identification using subspace-based methods [J].
Zhao, Y ;
Westwick, D .
CCECE 2003: CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-3, PROCEEDINGS: TOWARD A CARING AND HUMANE TECHNOLOGY, 2003, :1727-1730
[42]   Closed-loop subspace identification algorithm based on correlation function estimates [J].
Wang Jia ;
Miller, Daniel ;
Wang HongWei ;
Gu Hong .
SCIENCE CHINA-INFORMATION SCIENCES, 2015, 58 (03) :1-10
[43]   Closed-Loop Identification of Nonlinear Hammerstein Model Based on Subspace Approach [J].
Jeng, Jyh-Cheng ;
Chen, Po-An .
26TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING (ESCAPE), PT B, 2016, 38B :1521-1526
[44]   An Introduction of a CCA Weighting Matrix to a Closed-Loop Subspace Identification Method [J].
Ikeda, Kenji ;
Tanaka, Hideyuki .
IFAC PAPERSONLINE, 2021, 54 (07) :761-766
[45]   Asymptotic variance of a certain closed-loop subspace identification method. [J].
Chiuso, A .
2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, :2201-2206
[46]   Closed-Loop Continuous-Time Subspace Identification with Prior Information [J].
Yu, Miao ;
Wang, Wanli ;
Wang, Youyi .
MATHEMATICS, 2023, 11 (24)
[47]   Constrained Applied Predictive Control Based on Closed-Loop Subspace Identification [J].
Luo, Xiaosuo ;
Zhou, Guoqing ;
Cao, Baoshan .
PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCE ON INTEGRATED CIRCUITS AND MICROSYSTEMS (ICICM), 2016, :253-257
[48]   Innovation-based subspace identification in open- and closed-loop [J].
Mercere, Guillaume ;
Markovsky, Ivan ;
Ramos, Jose A. .
2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, :2951-2956
[49]   Recursive Parsimonious Subspace Identification for Closed-Loop Hammerstein Nonlinear Systems [J].
Hou, Jie ;
Chen, Fengwei ;
Li, Penghua ;
Sun, Lijie ;
Zhao, Fen .
IEEE ACCESS, 2019, 7 :173515-173523
[50]   Subspace identification method for simulation of closed-loop systems with time delays [J].
Lee, J ;
Edgar, TF .
AICHE JOURNAL, 2002, 48 (02) :417-420