Kernel Adaptive Filtering

by Simon Haykin, Weifeng Liu, José C. Principe

Online learning from a signal processing perspective

There is increased interest in kernel learning algorithms in neural networks and a growing need for nonlinear adaptive algorithms in advanced signal processing, communications, and controls. Kernel Adaptive Filtering is the first book to present a comprehensive, unifying introduction to online learning algorithms in reproducing kernel Hilbert spaces. Based on research being conducted...

• Format: Hardcover
• Language: English
• ISBN: 0470447532
• ISBN13: 9780470447536
• Release Date: March 2010
• Publisher: Wiley
• Length: 240 Pages
• Weight: 1.01 lbs.
• Dimensions: 0.7" x 6.1" x 9.3"