@inproceedings{b83bb9b7aca4448b8a5b602796cb9079,
title = "Comparison of convex combination and affine combination of adaptive filters",
abstract = "In the area of combination of adaptive filters, two main approaches, namely convex and affine combinations have been introduced. In this article, the relation between these two approaches is investigated. First, the problem of obtaining optimal convex combination coefficients is formulated as the projection of the optimal affine combination weights to the unit simplex in a weighted inner product space. Based on this formulation the closed form expressions for optimal combination weights and target MSE levels are obtained for two and three branch cases.",
keywords = "Adaptive filtering, Combination of adaptive filters, Projection to unit simplex",
author = "Erdogan, {Alper T.} and Kozat, {Suleyman S.} and Singer, {Andrew C.}",
year = "2009",
doi = "10.1109/ICASSP.2009.4960277",
language = "English (US)",
isbn = "9781424423545",
series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",
pages = "3089--3092",
booktitle = "2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009",
note = "2009 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009 ; Conference date: 19-04-2009 Through 24-04-2009",
}