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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Vydáno v:1996 IEEE International Symposium on Computer-Aided Control System Design s. 182 - 187
Hlavní autor: Sima, V.
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 1996
Témata:
Informatics
Least squares approximation
Linear algebra
Mathematical model
MATLAB
MIMO
Parallel processing
Singular value decomposition
Software algorithms
State-space methods
ISBN:0780330323, 9780780330320
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Shrnutí: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.
ISBN:0780330323
9780780330320
DOI:10.1109/CACSD.1996.555275