Prêtable
| Titre : | Efficient Nonlinear Adaptive Filters: : Design, Analysis and Applications |
| Auteurs : | Haiquan Zhao, Auteur ; Chen Badong, Auteur |
| Type de document : | texte imprimé |
| Editeur : | Springer Nature, 2023 |
| ISBN/ISSN/EAN : | 978-3-031-20817-1 |
| Format : | 260p. / ill.couv en coul. / 24 Cm. |
| Langues: | Anglais |
| Langues originales: | Anglais |
| Index. décimale : | 629.836 (Systèmes non linéaires (systèmes adaptatifs, systèmes de contrôle et de régulation automatiques non linéaires)) |
| Catégories : | |
| Mots-clés: | Systèmes non linéaires |
| Résumé : | This book presents the design, analysis, and application of nonlinear adaptive filters with the goal of improving efficient performance (ie the convergence speed, steady-state error, and computational complexity). The authors present a nonlinear adaptive filter, which is an important part of nonlinear system and digital signal processing and can be applied to diverse fields such as communications, control power system, radar sonar, etc. The authors also present an efficient nonlinear filter model and robust adaptive filtering algorithm based on the local cost function of optimal criterion to overcome non-Gaussian noise interference. The authors show how these achievements provide new theories and methods for robust adaptive filtering of nonlinear and non-Gaussian systems. The book is written for the scientist and engineer who are not necessarily an expert in the specific nonlinear filtering field but who want to learn about the current research and application. The book is also written to accompany a graduate/PhD course in the area of nonlinear system and adaptive signal processing. |
| Note de contenu : |
Summary:
Chapitre 1: Adaptive filter Chapitre 2: Volterra adaptive filter Chapitre 3: FLANN adaptive filter Chapitre 4: Spline adaptive filter Chapitre 5: Kernel adaptive filters |
Exemplaires (2)
| Cote | Support | Localisation | Section | Disponibilité |
|---|---|---|---|---|
| F8/12648 | Livre | Bibliothèque de la Faculté de Technologie | Salle des livres | Disponible |
| F8/12649 | Livre | Bibliothèque de la Faculté de Technologie | Salle des livres | Disponible |
