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Linear parameter-varying system identification : new developments and trends /
This review volume reports the state-of-the-art in Linear Parameter Varying (LPV) system identification. Written by world renowned researchers, the book contains twelve chapters, focusing on the most recent LPV identification methods for both discrete-time and continuous-time models, using different...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Singapore :
World Scientific Pub. Co.,
2012.
|
| Colección: | Advanced series in electrical and computer engineering ;
v. 14. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Linear parameter-varying system identification : |b new developments and trends / |c editors, Paulo Lopes dos Santos [and others]. |
| 260 | |a Singapore : |b World Scientific Pub. Co., |c 2012. | ||
| 300 | |a 1 online resource (xv, 385 pages) : |b illustrations. | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Advanced series in electrical and computer engineering ; |v v. 14 | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 1. Introduction / C. Novara et al. -- 2. Hybrid LPV modeling and identification / L. Giarre, P. Falugi & R. Badalamenti -- 3. SM identification of IO LPV models with uncertain time-varying parameters / V. Cerone, D. Piga & D. Regruto -- 4. SM identification of state-space LPV systems / C. Novara -- 5. Identification of input-output LPV models / V. Laurain et al. -- 6. Reducing the dimensions of data matrices in LPV subspace identification / V. Verdult & M. Verhaegen -- 7. Subspace identification of MIMO LPV systems / J.W. van Wingerden & M. Verhaegen -- 8. Subspace identification of continuous-time state-space LPV models / M. Bergamasco & M. Lovera -- 9. Indirect continuous-time LPV system identification / P. Lopes dos Santos et al. -- 10. LPV system identification using series expansion models / R. Toth, P.S.C. Heuberger & P.M.J. Van den Hof -- 11. System identification of linear parameter varying state-space models / A. Wills & B. Ninness -- 12. PWA identification of interconnected systems with LFR structure / S. Paoletti & A. Garulli -- 13. Identification and model (in)validation of switched ARX systems / C. Feng et al. | |
| 520 | |a This review volume reports the state-of-the-art in Linear Parameter Varying (LPV) system identification. Written by world renowned researchers, the book contains twelve chapters, focusing on the most recent LPV identification methods for both discrete-time and continuous-time models, using different approaches such as optimization methods for input/output LPV models Identification, set membership methods, optimization methods and subspace methods for state-space LPV models identification and orthonormal basis functions methods. Since there is a strong connection between LPV systems, hybrid switching systems and piecewise affine models, identification of hybrid switching systems and piecewise affine systems will be considered as well. | ||
| 546 | |a English. | ||
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| 700 | 1 | |a Santos, Paulo Lopes dos. | |
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| 830 | 0 | |a Advanced series in electrical and computer engineering ; |v v. 14. | |
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