Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency
Bronstein AM, Bronstein MM, Zibulevsky M. 2005. Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency. IEEE Transactions on Signal Processing. 53(7), 2576–2579.
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Journal Article
| Published
| English
Scopus indexed
Author
Bronstein, Alex M.ISTA 
;
Bronstein, M.M.;
Zibulevsky, M.
;
Bronstein, M.M.;
Zibulevsky, M.Abstract
In this correspondence, we consider the problem of multi-input multi output (MIMO) quasi maximum likelihood (QML) blind deconvolution. We examine two classes of estimators, which are commonly believed to be suitable for super and sub-Gaussian sources. We state the consistency conditions and demonstrate a source distribution, for which the studied estimators are unsuitable, in the sense that they are inconsistent.
Publishing Year
Date Published
2005-06-20
Journal Title
IEEE Transactions on Signal Processing
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Volume
53
Issue
7
Page
2576-2579
ISSN
eISSN
IST-REx-ID
Cite this
Bronstein AM, Bronstein MM, Zibulevsky M. Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency. IEEE Transactions on Signal Processing. 2005;53(7):2576-2579. doi:10.1109/tsp.2005.849221
Bronstein, A. M., Bronstein, M. M., & Zibulevsky, M. (2005). Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency. IEEE Transactions on Signal Processing. Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/tsp.2005.849221
Bronstein, Alex M., M.M. Bronstein, and M. Zibulevsky. “Quasi Maximum Likelihood MIMO Blind Deconvolution: Super- and Sub-Gaussianity versus Consistency.” IEEE Transactions on Signal Processing. Institute of Electrical and Electronics Engineers (IEEE), 2005. https://doi.org/10.1109/tsp.2005.849221.
A. M. Bronstein, M. M. Bronstein, and M. Zibulevsky, “Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency,” IEEE Transactions on Signal Processing, vol. 53, no. 7. Institute of Electrical and Electronics Engineers (IEEE), pp. 2576–2579, 2005.
Bronstein AM, Bronstein MM, Zibulevsky M. 2005. Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency. IEEE Transactions on Signal Processing. 53(7), 2576–2579.
Bronstein, Alex M., et al. “Quasi Maximum Likelihood MIMO Blind Deconvolution: Super- and Sub-Gaussianity versus Consistency.” IEEE Transactions on Signal Processing, vol. 53, no. 7, Institute of Electrical and Electronics Engineers (IEEE), 2005, pp. 2576–79, doi:10.1109/tsp.2005.849221.
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