Kernel Adaptive Filtering: A Comprehensive Introduction

Kernel Adaptive Filtering: A Comprehensive Introduction

Author(s): Weifeng Liu, José C. Príncipe, Simon Haykin

Print ISBN: 9780470447536

Online ISBN: 9780470608593

DOI: 10.1002/9780470608593

Series Editor(s): Simon Haykin

Author Biography

About the Author

Weifeng Liu, PhD, is a senior engineer of the Demand Forecasting Team at Inc. His research interests include kernel adaptive filtering, online active learning, and solving real-life large-scale data mining problems.

José C. Principe is Distinguished Professor of Electrical and Biomedical Engineering at the University of Florida, Gainesville, where he teaches advanced signal processing and artificial neural networks modeling. He is BellSouth Professor and founder and Director of the University of Florida Computational Neuro-Engineering Laboratory.

Simon Haykin is Distinguished University Professor at McMaster University, Canada.He is world-renowned for his contributions to adaptive filtering applied to radar and communications. Haykin's current research passion is focused on cognitive dynamic systems, including applications on cognitive radio and cognitive radar.