Improving the Tracking Capability of Adaptive Filters via Convex Combination
- Author
- SILVA, Magno T. M1 ; NASCIMENTO, Vitor H1
[1] Department of Electronic Systems Engineering, University of Sao Paulo, 05508-900 Sao Paulo-SP, Brazil - Source
IEEE transactions on signal processing. 2008, Vol 56, Num 7, pp 3137-3149, 13 p ; 2 ; ref : 33 ref
- CODEN
- ITPRED
- ISSN
- 1053-587X
- Scientific domain
- Telecommunications
- Publisher
- Institute of Electrical and Electronics Engineers, New York, NY
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Adaptive equalizers adaptive filters convex combination least-mean-square (LMS) methods recursive estimation tracking unsupervised learning
- Keyword (fr)
- Algorithme récursif Apprentissage non supervisé Egalisation aveugle Egaliseur adaptatif Erreur quadratique moyenne Estimation récursive Evaluation performance Filtrage adaptatif Filtre adaptatif Modèle marche aléatoire Modèle théorique Méthode gradient Méthode moindre carré moyen Méthode moindre carré Poursuite cible Régime permanent Taux convergence Traitement signal Algorithme à module constant
- Keyword (en)
- Recursive algorithm Unsupervised learning Blind equalization Adaptive equalizers Mean square error Recursive estimation Performance evaluation Adaptive filtering Adaptive filter Random walk model Theoretical model Gradient method Least mean squares methods Least squares method Target tracking Steady state Convergence rate Signal processing Constant modulus algorithm
- Keyword (es)
- Algoritmo recursivo Igualación ciego Error medio cuadrático Evaluación prestación Filtrado adaptable Filtro adaptable Modelo marcha aleatoria Modelo teórico Método gradiente Método cuadrado menor Régimen permanente Relación convergencia Procesamiento señal
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A2 Detection, estimation, filtering, equalization, prediction
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05D Miscellaneous
- Discipline
- Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 20460886
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1109/TSP.2008.919105 
https://dx.doi.org/10.1109/TSP.2008.919105
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