IEEE - Institute of Electrical and Electronics Engineers, Inc. - Set-Theoretic Reduced-Rank Adaptive Filtering by Adaptive Projected Subgradient Method

2007 41st Asilomar Conference on Signals, Systems and Computers (ACSSC '07)

Author(s): M. Yukawa ; R.C. de Lamare ; I. Yamada
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2007
Conference Location: Pacific Grove, CA, USA
Conference Date: 4 November 2007
Page(s): 422 - 426
ISBN (CD): 978-1-4244-2110-7
ISBN (Paper): 978-1-4244-2109-1
ISSN (Paper): 1058-6393
DOI: 10.1109/ACSSC.2007.4487244
Regular:

In this paper, we propose a novel reduced-rank adaptive filtering algorithm based on set-theoretic adaptive filtering. We discuss the orthonormality of the transformation (rank-reduction) matrix.... View More

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