Kernel Adaptive Filtering: A Comprehensive Introduction

Jose C. Principe,Weifeng Liu,Simon Haykin

Kernel Adaptive Filtering: A Comprehensive Introduction
Format
Hardback
Publisher
John Wiley and Sons Ltd
Country
United States
Published
4 February 2021
Pages
209
ISBN
9780470447536

Kernel Adaptive Filtering: A Comprehensive Introduction

Jose C. Principe,Weifeng Liu,Simon Haykin

Reproducing kernel Hilbert spaces is a topic of great current interest for applications in signal processing, communications, and controls The first book to explain real-time learning algorithms in reproducing kernel Hilbert spaces, On-Line Kernel Learning includes simulations that illustrate the ideas discussed and demonstrate their applicability as well as MATLAB codes for simulations. This book is ideal for professionals and graduate students interested in nonlinear adaptive systems for on-line applications.

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