- Title
- An identification method for Errors-in-Variables systems using incomplete data
- Creator
- Carvajal, Rodrigo; Delgado, Ramón A.; Agüero, Juan C.; Goodwin, Graham C.
- Relation
- 16th IFAC Symposium on System Identification. IFAC Proceedings Volumes, Volume 45, Issue 16, July 2012 (Brussels, Belgium 11-13 July, 2012) p. 1359-1364
- Publisher Link
- http://dx.doi.org/10.3182/20120711-3-be-2027.00391
- Publisher
- International Federation of Automatic Control
- Resource Type
- conference paper
- Date
- 2012
- Description
- In this paper we develop a novel identification algorithm for Errors-in-Variables systems (represented in transfer function form) using incomplete data. We propose a Maximum Likelihood formulation in the frequency domain that considers a restricted frequency range from the available measurements. We compare the proposed technique with the traditional frequency domain system identification technique applied to Errors-in-Variables systems.
- Subject
- system identification; errors-in-variables systems; maximum likelihood; frequency domain identification; incomplete data
- Identifier
- http://hdl.handle.net/1959.13/1326326
- Identifier
- uon:25401
- Identifier
- ISBN:9783902823069
- Language
- eng
- Full Text
- Reviewed
- Hits: 1520
- Visitors: 2107
- Downloads: 350
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | ATTACHMENT02 | Author final version | 1 MB | Adobe Acrobat PDF | View Details Download |