Algorithms and LAPACK-based software for subspace identification
Basic algorithms and LAPACK-based Fortran software for multivariable system identification by subspace techniques are briefly described. Deterministic and combined deterministic-stochastic identification problems are dealt with using two approaches. A state space model is computed from input-output...
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| Veröffentlicht in: | 1996 IEEE International Symposium on Computer-Aided Control System Design S. 182 - 187 |
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| 1. Verfasser: | |
| Format: | Tagungsbericht |
| Sprache: | Englisch |
| Veröffentlicht: |
IEEE
1996
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| Schlagworte: | |
| ISBN: | 0780330323, 9780780330320 |
| Online-Zugang: | Volltext |
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| Abstract | Basic algorithms and LAPACK-based Fortran software for multivariable system identification by subspace techniques are briefly described. Deterministic and combined deterministic-stochastic identification problems are dealt with using two approaches. A state space model is computed from input-output data sequences. Multiple data sequences collected by possibly independent identification experiments can be handled. Sequential processing of large data sets is provided as an option. Illustrative numerical examples are included. |
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| AbstractList | Basic algorithms and LAPACK-based Fortran software for multivariable system identification by subspace techniques are briefly described. Deterministic and combined deterministic-stochastic identification problems are dealt with using two approaches. A state space model is computed from input-output data sequences. Multiple data sequences collected by possibly independent identification experiments can be handled. Sequential processing of large data sets is provided as an option. Illustrative numerical examples are included. |
| Author | Sima, V. |
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| Snippet | Basic algorithms and LAPACK-based Fortran software for multivariable system identification by subspace techniques are briefly described. Deterministic and... |
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| StartPage | 182 |
| SubjectTerms | Informatics Least squares approximation Linear algebra Mathematical model MATLAB MIMO Parallel processing Singular value decomposition Software algorithms State-space methods |
| Title | Algorithms and LAPACK-based software for subspace identification |
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