Approximate and Noisy Realization of Discrete-Time Dynamical Systems
This monograph deals with approximation and noise cancellation of dynamical systems which include linear and nonlinear input/output relations. It will be of special interest to researchers, engineers and graduate students who have specialized in ?ltering theory and system theory. From noisy or noise...
Guardado en:
| Autor principal: | |
|---|---|
| Formato: | Livre numérique |
| Lenguaje: | Anglais |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Springer e-books
[20..].
Cham : Springer Nature |
| Colección: | Lecture Notes in Control and Information Sciences
376 |
| Materias: | |
| Acceso en línea: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Approximate and noisy realization of discrete-time dynamical systems, Yasumichi Hasegawa, Berlin, Springer, 2008, 1 vol. (VIII-245 p.), Lecture notes in control and information sciences, 978-3-540-79433-2 |
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| 245 | 1 | 0 | |a Approximate and Noisy Realization of Discrete-Time Dynamical Systems |c by Yasumichi Hasegawa. |
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| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture Notes in Control and Information Sciences |v 376 |x 0170-8643 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Input/Output Map and Additive Noises Approximate and Noisy Realization of Linear Systems Approximate and Noisy Realization of So-called Linear Systems Approximate and Noisy Realization of Almost Linear Systems Approximate and Noisy Realization of Pseudo Linear Systems Approximate and Noisy Realization of Affine Dynamical Systems Approximate and Noisy Realization of Linear Representation Systems | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a This monograph deals with approximation and noise cancellation of dynamical systems which include linear and nonlinear input/output relations. It will be of special interest to researchers, engineers and graduate students who have specialized in ?ltering theory and system theory. From noisy or noiseless data, reductionwillbemade.Anewmethodwhichreducesnoiseormodelsinformation will be proposed. Using this method will allow model description to be treated as noise reduction or model reduction. As proof of the e?cacy, this monograph provides new results and their extensions which can also be applied to nonlinear dynamical systems. To present the e?ectiveness of our method, many actual examples of noise and model information reduction will also be provided. Using the analysis of state space approach, the model reduction problem may have become a major theme of technology after 1966 for emphasizing e?ciency in the ?elds of control, economy, numerical analysis, and others. Noise reduction problems in the analysis of noisy dynamical systems may havebecomeamajorthemeoftechnologyafter1974foremphasizinge?ciencyin control.However,thesubjectsoftheseresearcheshavebeenmainlyconcentrated in linear systems. In common model reduction of linear systems in use today, a singular value decompositionofaHankelmatrixisusedto?ndareducedordermodel.However, the existence of the conditions of the reduced order model are derived without evaluationoftheresultantmodel.Inthecommontypicalnoisereductionoflinear systems in use today, the order and parameters of the systems are determined by minimizing information criterion. Approximate and noisy realization problems for input/output relations can be roughly stated as follows: A. The approximate realization problem. For any input/output map, ?nd one mathematical model such that it is similar totheinput/outputmapandhasalowerdimensionthanthegivenminimalstate spaceofadynamicalsystemwhichhasthesamebehaviortotheinput/outputmap. B. The noisy realization problem | ||
| 650 | |a Ingénierie des systèmes | ||
| 650 | |a Systèmes échantillonnés | ||
| 650 | |a Théorie de la commande | ||
| 650 | |a Ingénierie | ||
| 650 | |a Bruit | ||
| 776 | 0 | |0 125685211 |t Approximate and noisy realization of discrete-time dynamical systems |f Yasumichi Hasegawa |c Berlin |n Springer |d 2008 |p 1 vol. (VIII-245 p.) |s Lecture notes in control and information sciences |z 978-3-540-79433-2 | |
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