Principles of adaptive filters and self-learning systems
Kalman and Wiener Filters, Neural Networks, Genetic Algorithms and Fuzzy Logic Systems Together in One Text Book How can a signal be processed for which there are few or no a priori data? Professor Zaknich provides an ideal textbook for one-semester introductory graduate or senior undergraduate cour...
שמור ב:
| Auteurs principaux: | , , |
|---|---|
| פורמט: | Livre numérique |
| שפה: | Anglais |
| יצא לאור: |
London :
Springer London
2005.
Cham : Springer Nature |
| סדרה: | Advanced Textbooks in Control and Signal Processing
|
| גישה מקוונת: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| הערה: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Principles of Adaptive Filters and Self-learning Systems, Texte imprimé, 9781848008830 • Principles of Adaptive Filters and Self-learning Systems, Texte imprimé, 9781852339845 |
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| 008 | 080409s2005 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN123080940 | ||
| 020 | |a 9781846281211 | ||
| 020 | |a 9781846281211 | ||
| 041 | 0 | |a eng | |
| 082 | |a 621.382 | ||
| 100 | 1 | |a Zaknich, Anthony. | |
| 245 | 1 | 0 | |a Principles of adaptive filters and self-learning systems |c by Anthony Zaknich ; edited by Michael J. Grimble, Michael A. Johnson. |
| 260 | |a London : |b Springer London. | ||
| 260 | |a Cham : |b Springer Nature, |c 2005. | ||
| 490 | 0 | |a Advanced Textbooks in Control and Signal Processing |x 2510-3814 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Adaptive Filtering -- Linear Systems and Stochastic Processes -- Modelling -- Optimisation and Least Squares Estimation -- Parametric Signal and System Modelling -- Classical Filters and Spectral Analysis -- Optimum Wiener Filter -- Optimum Kalman Filter -- Power Spectral Density Analysis -- Adaptive Filter Theory -- Adaptive Finite Impulse Response Filters -- Frequency Domain Adaptive Filters -- Adaptive Volterra Filters -- Adaptive Control Systems -- Nonclassical Adaptive Systems -- to Neural Networks -- to Fuzzy Logic Systems -- to Genetic Algorithms -- Adaptive Filter Application -- Applications of Adaptive Signal Processing -- Generic Adaptive Filter Structures. | |
| 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. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Kalman and Wiener Filters, Neural Networks, Genetic Algorithms and Fuzzy Logic Systems Together in One Text Book How can a signal be processed for which there are few or no a priori data? Professor Zaknich provides an ideal textbook for one-semester introductory graduate or senior undergraduate courses in adaptive and self-learning systems for signal processing applications. Important topics are introduced and discussed sufficiently to give the reader adequate background for confident further investigation. The material is presented in a progression from a short introduction to adaptive systems through modelling, classical filters and spectral analysis to adaptive control theory, nonclassical adaptive systems and applications. Features: Comprehensive review of linear and stochastic theory. Design guide for practical application of the least squares estimation method and Kalman filters. Study of classical adaptive systems together with neural networks, genetic algorithms and fuzzy logic systems and their combination to deal with such complex problems as underwater acoustic signal processing. Tutorial problems and exercises which identify the significant points and demonstrate the practical relevance of the theory. PDF Solutions Manual, available to tutors from springeronline.com, containing not just answers to the tutorial problems but also course outlines, sample examination material and project assignments to help in developing a teaching programme and to give ideas for practical investigations. | ||
| 700 | 1 | |a Grimble, Michael J, |d 1943- |4 aut | |
| 700 | 1 | |a Johnson, Michael A., |d 1948- |4 aut | |
| 776 | 0 | |t Principles of Adaptive Filters and Self-learning Systems |b Texte imprimé |z 9781848008830 | |
| 776 | 0 | |t Principles of Adaptive Filters and Self-learning Systems |b Texte imprimé |z 9781852339845 | |
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| 856 | 4 | |5 180339901:751497002 |u https://ezproxy.insa-cvl.fr/login?qurl=https://dx.doi.org/10.1007/b138890 |z Accès INSA CVL | |
| 997 | |0 948061 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||