CLOSED-LOOP SUBSPACE IDENTIFICATION WITH INNOVATION ESTIMATION
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Detail(s)
| Original language | English |
|---|---|
| Pages (from-to) | 861-866 |
| Journal / Publication | IFAC Proceedings Volumes (IFAC-PapersOnline) |
| Volume | 36 |
| Issue number | 16 |
| Publication status | Published - Sep 2003 |
| Externally published | Yes |
Conference
| Title | 13th IFAC Symposium on System Identification (SYSID 2003) |
|---|---|
| Place | Netherlands |
| City | Rotterdam |
| Period | 27 - 29 August 2003 |
Link(s)
Abstract
Most subspace identification algorithms are not applicable to closed-loop identification because they require future input to be uncorrelated with past innovation. In this paper, we propose a new subspaee identification method that remove this requirement by using a parsimonious model formulation with innovation estimation. A simulation example is included to show the effectiveness of the proposed method.
Research Area(s)
- closed-loop identification, innovation estimation, parsimonious models, subspace identification
Citation Format(s)
CLOSED-LOOP SUBSPACE IDENTIFICATION WITH INNOVATION ESTIMATION. / Qin, S. Joe; Ljung, Lennart.
In: IFAC Proceedings Volumes (IFAC-PapersOnline), Vol. 36, No. 16, 09.2003, p. 861-866.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
