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A statistical reference criterion for adaptive filtering

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10.1109/ICASSP.1996.544124
 
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hdl:2117/106315

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Sala Álvarez, JoséMés informacióMés informacióMés informació
Vázquez Grau, GregorioMés informacióMés informacióMés informació
Document typeConference report
Defense date1996
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Rights accessOpen Access
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
Abstract
A cost function for adaptive filtering is proposed, based on the statistical reference criterion. The purpose of this criterion is to enforce a given probability density function at the output of a system. The only aprioristical knowledge utilized is that of the target PDF. This makes it particularly suitable for blind adaptation in the context of arrays in contrast to temporal or spatial reference techniques. Applications that are foreseen are: blind channel equalization, adaptive beamforming for single or multiple signals and source separation. The main goal is blind signal recovery in unfavourable wanted signal-to-inference power ratios
CitationSala, J., Vazquez, G. A statistical reference criterion for adaptive filtering. A: IEEE International Conference on Acoustics, Speech, and Signal Processing. "The 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing: May 7-10, 1996: Marriott Marquis Hotel, Atlanta, Georgia, USA". Atlanta, Georgia: Institute of Electrical and Electronics Engineers (IEEE), 1996, p. 1661-1664. 
URIhttp://hdl.handle.net/2117/106315
DOI10.1109/ICASSP.1996.544124
ISBN0-7803-3192-3
Publisher versionhttp://ieeexplore.ieee.org/document/544124/
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