Online learning based on iterative projections in sum space of linear and Gaussian reproducing kernel Hilbert spaces

We propose a novel multikernel adaptive filtering algorithm based on the iterative projections in the sum space of reproducing kernel Hilbert spaces. We employ linear and Gaussian kernels, envisioning an application to partially-linear-system identification/estimation. The algorithm is derived by re...

Full description

Bibliographic Details

Published in:	2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pp. 3362 - 3366
Main Author:	Yukawa, Masahiro
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.04.2015
Subjects:	Adaptation models Complexity theory Dictionaries Hilbert space Kernel Manganese multikernel adaptive filtering orthogonal projection reproducing kernel Hilbert space Signal processing algorithms sum space
ISSN:	1520-6149
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!