IEEE - Institute of Electrical and Electronics Engineers, Inc. - Performance Analysis of the Gaussian Quasi-Maximum Likelihood Approach for Independent Vector Analysis

Author(s): Amir Weiss ; Sher Ali Cheema ; Martin Haardt ; Arie Yeredor
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Volume: 66
Page(s): 5,000 - 5,013
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2018.2863656
Regular:

Maximum likelihood (ML) estimation requires precise knowledge of the underlying statistical model. In quasi ML (QML), a presumed model is used as a substitute to the (unknown) true model. In the... View More

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