Kernel Adaptive Filtering (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control, #57) (Adaptive and Learning Systems for Signal Processing, Communications and Control)

by Jos Principe, Weifeng Liu, and 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.

• ISBN10: 1282549774
• ISBN13: 9781282549777
• Publish Date: 1 January 2010
• Publish Status: Active
• Out of Print: 17 February 2015
• Publish Country: US
• Imprint: Wiley
• Format: eBook
• Pages: 209
• Language: English