Paulo S. R. Diniz, Marcello L. R. de Campos, Wallace A. Martins, Markus V. S. Lima, Jr Jose A. Apolinario

Online Learning and Adaptive Filters (eBook, PDF)

• Format: PDF

Produktbeschreibung

Discover up-to-date techniques and algorithms in this concise, intuitive text, with extensive solutions for challenging learning problems.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 8. Dezember 2022
• Englisch
• ISBN-13: 9781108902243
• Artikelnr.: 70909991

Autorenporträt

Paulo S. R. Diniz is a Professor at the Universidade Federal do Rio de Janeiro and a Fellow of the IEEE and of EURASIP. He is a Senior Editor of the IEEE Open Journal of Signal Processing and is co-author of a CUP textbook on Digital Signal Processing. He is also a member of the National Academy of Engineering and the Brazilian Academy of Science.

Inhaltsangabe

1. Introduction
2. Adaptive filtering for sparse models
3. Kernel-based adaptive filtering
4. Distributed adaptive filters
5. Adaptive beamforming
6. Adaptive filtering on graphs.