Filtering and System Identification
a least squares approach
$198.35
- Paperback
422 pages
- Release Date
19 July 2012
Summary
Filtering and system identification are powerful techniques for building models of complex systems. This 2007 book discusses the design of reliable numerical methods to retrieve missing information in models derived using these techniques. Emphasis is on the least squares approach as applied to the linear state-space model, and problems of increasing complexity are analyzed and solved within this framework, starting with the Kalman filter and concluding with the estimation of a full model, no…
Book Details
| ISBN-13: | 9781107405028 |
|---|---|
| ISBN-10: | 1107405025 |
| Author: | Michel Verhaegen, Vincent Verdult |
| Publisher: | Cambridge University Press |
| Imprint: | Cambridge University Press |
| Format: | Paperback |
| Number of Pages: | 422 |
| Release Date: | 19 July 2012 |
| Weight: | 670g |
| Dimensions: | 244mm x 170mm x 22mm |
About The Author
Michel Verhaegen
Michel Verhaegen is professor and co-director of the Delft Center for Systems and Control at the Delft University of Technology in The Netherlands. His current research involves applying new identification and controller design methodologies to industry, with particular focus on areas such as mechatronics and microsystems, physical imaging, and smart transportation systems.
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