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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Gillijns, S. De Moor, B. |
| Copyright Year | 2006 |
| Description | Author affiliation: Dept. of Electr. Eng., Katholieke Universiteit Leuven (Gillijns, S.; De Moor, B.) |
| Abstract | The accuracy of control and estimation tasks can strongly depend on the accuracy of the underlying model. In this paper, we consider a linear physical state space model subject to unmodeled dynamics in the state equation. In a first contribution, an optimal filter is outlined which yields estimates of the model error and the system states from measurements of the true system. In a second contribution, a technique is developed to update the model in case the unmodeled dynamics are arising from an unknown linear subsystem. In a third contribution, techniques are extended to nonlinear systems. Two illustrative simulation examples are included, a linear tape-drive modeling example and a nonlinear motor-pump example |
| Starting Page | 3303 |
| Ending Page | 3308 |
| File Size | 293381 |
| Page Count | 6 |
| File Format | |
| ISBN | 1424401712 |
| DOI | 10.1109/CDC.2006.377685 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2006-12-13 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | State-space methods Nonlinear dynamical systems Error correction Nonlinear systems Observers Error analysis Vectors USA Councils Equations Filters |
| Content Type | Text |
| Resource Type | Article |
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