Deterministic Bilinear System Identification
Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequenc...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Lee, Cheh-Han [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2013 |
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| Schlagwörter: |
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| Anmerkung: |
© American Astronautical Society 2015 |
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| Übergeordnetes Werk: |
Enthalten in: The Journal of the Astronautical Sciences - Springer-Verlag, 2006, 60(2013), 3-4 vom: Dez., Seite 237-257 |
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| Übergeordnetes Werk: |
volume:60 ; year:2013 ; number:3-4 ; month:12 ; pages:237-257 |
| Links: |
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| DOI / URN: |
10.1007/s40295-015-0047-z |
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SPR036451290 |
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| 520 | |a Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. | ||
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10.1007/s40295-015-0047-z doi (DE-627)SPR036451290 (SPR)s40295-015-0047-z-e DE-627 ger DE-627 rakwb eng Lee, Cheh-Han verfasserin aut Deterministic Bilinear System Identification 2013 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © American Astronautical Society 2015 Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. System realization (dpeaa)DE-He213 System identification (dpeaa)DE-He213 Bilinear system identification (dpeaa)DE-He213 Juang, Jer-Nan aut Enthalten in The Journal of the Astronautical Sciences Springer-Verlag, 2006 60(2013), 3-4 vom: Dez., Seite 237-257 (DE-627)SPR036426385 nnns volume:60 year:2013 number:3-4 month:12 pages:237-257 https://dx.doi.org/10.1007/s40295-015-0047-z lizenzpflichtig Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER AR 60 2013 3-4 12 237-257 |
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10.1007/s40295-015-0047-z doi (DE-627)SPR036451290 (SPR)s40295-015-0047-z-e DE-627 ger DE-627 rakwb eng Lee, Cheh-Han verfasserin aut Deterministic Bilinear System Identification 2013 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © American Astronautical Society 2015 Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. System realization (dpeaa)DE-He213 System identification (dpeaa)DE-He213 Bilinear system identification (dpeaa)DE-He213 Juang, Jer-Nan aut Enthalten in The Journal of the Astronautical Sciences Springer-Verlag, 2006 60(2013), 3-4 vom: Dez., Seite 237-257 (DE-627)SPR036426385 nnns volume:60 year:2013 number:3-4 month:12 pages:237-257 https://dx.doi.org/10.1007/s40295-015-0047-z lizenzpflichtig Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER AR 60 2013 3-4 12 237-257 |
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10.1007/s40295-015-0047-z doi (DE-627)SPR036451290 (SPR)s40295-015-0047-z-e DE-627 ger DE-627 rakwb eng Lee, Cheh-Han verfasserin aut Deterministic Bilinear System Identification 2013 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © American Astronautical Society 2015 Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. System realization (dpeaa)DE-He213 System identification (dpeaa)DE-He213 Bilinear system identification (dpeaa)DE-He213 Juang, Jer-Nan aut Enthalten in The Journal of the Astronautical Sciences Springer-Verlag, 2006 60(2013), 3-4 vom: Dez., Seite 237-257 (DE-627)SPR036426385 nnns volume:60 year:2013 number:3-4 month:12 pages:237-257 https://dx.doi.org/10.1007/s40295-015-0047-z lizenzpflichtig Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER AR 60 2013 3-4 12 237-257 |
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10.1007/s40295-015-0047-z doi (DE-627)SPR036451290 (SPR)s40295-015-0047-z-e DE-627 ger DE-627 rakwb eng Lee, Cheh-Han verfasserin aut Deterministic Bilinear System Identification 2013 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © American Astronautical Society 2015 Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. System realization (dpeaa)DE-He213 System identification (dpeaa)DE-He213 Bilinear system identification (dpeaa)DE-He213 Juang, Jer-Nan aut Enthalten in The Journal of the Astronautical Sciences Springer-Verlag, 2006 60(2013), 3-4 vom: Dez., Seite 237-257 (DE-627)SPR036426385 nnns volume:60 year:2013 number:3-4 month:12 pages:237-257 https://dx.doi.org/10.1007/s40295-015-0047-z lizenzpflichtig Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER AR 60 2013 3-4 12 237-257 |
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10.1007/s40295-015-0047-z doi (DE-627)SPR036451290 (SPR)s40295-015-0047-z-e DE-627 ger DE-627 rakwb eng Lee, Cheh-Han verfasserin aut Deterministic Bilinear System Identification 2013 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © American Astronautical Society 2015 Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. System realization (dpeaa)DE-He213 System identification (dpeaa)DE-He213 Bilinear system identification (dpeaa)DE-He213 Juang, Jer-Nan aut Enthalten in The Journal of the Astronautical Sciences Springer-Verlag, 2006 60(2013), 3-4 vom: Dez., Seite 237-257 (DE-627)SPR036426385 nnns volume:60 year:2013 number:3-4 month:12 pages:237-257 https://dx.doi.org/10.1007/s40295-015-0047-z lizenzpflichtig Volltext GBV_USEFLAG_A SYSFLAG_A GBV_SPRINGER AR 60 2013 3-4 12 237-257 |
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Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. © American Astronautical Society 2015 |
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Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. © American Astronautical Society 2015 |
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Abstract A unified identification method is proposed for system realization of a deterministic continuous-time/discrete-time bilinear models from input and output measurement data. A generalized Hankel matrix is formed with the output measurements obtained by applying a set of repeated input sequences to a bilinear system. A computational procedure is developed to extract a time varying discrete-time state-space model from the generalized Hankel matrix. The bilinear system models are realized by transforming the identified time varying discrete-time model to the bilinear models. Numerical simulations are given to show the effectiveness of the proposed identification method. © American Astronautical Society 2015 |
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