IEEE - Institute of Electrical and Electronics Engineers, Inc. - Compressed sensing Block MAP-LMS adaptive filter for sparse channel estimation and a Bayesian Cramer-Rao bound

2009 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

Author(s): Zayyani, H. ; Babaie-Zadeh, M. ; Jutten, C.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2009
Conference Location: Grenoble, France, France
Conference Date: 1 September 2009
Page(s): 1 - 6
ISBN (CD): 978-1-4244-4948-4
ISBN (Paper): 978-1-4244-4947-7
ISSN (CD): 1551-2541
DOI: 10.1109/MLSP.2009.5306268
Regular:

This paper suggests to use a Block MAP-LMS (BMAP-LMS) adaptive filter instead of an Adaptive Filter called MAP-LMS for estimating the sparse channels. Moreover to faster convergence than MAP-LMS,... View More

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