DocumentCode
435213
Title
Consistency analysis of closed-loop subspace identification
Author
Chiuso, Alessandro ; Picci, Giorgio
Author_Institution
Dipt. di Ingegneria dell´´Informazione, Universita di Padova, Italy
Volume
2
fYear
2004
fDate
17-17 Dec. 2004
Firstpage
2188
Abstract
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.
Keywords
closed loop systems; control system analysis; identification; state feedback; stochastic systems; closed loop systems; closed-loop subspace identification; consistency analysis; explicit bias computation; feedback; stochastic realization theory; stochastic state space construction; stochastic systems; Algorithm design and analysis; Closed loop systems; History; Output feedback; Signal processing; State feedback; State-space methods; Stochastic processes; Stochastic systems; Technological innovation;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2004. CDC. 43rd IEEE Conference on
Conference_Location
Nassau
ISSN
0191-2216
Print_ISBN
0-7803-8682-5
Type
conf
DOI
10.1109/CDC.2004.1430373
Filename
1430373
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