On the high-SNR conditional maximum-likelihood estimator full statistical characterization

Authors :: Renaux, Alexandre
Forster, Philippe
Larzabal, Pascal
Chaumette, Eric
Source :: IEEE Transactions on Signal Processing. Dec, 2006, Vol. 54 Issue 12, p4840, 4 p.
Publication Year :: 2006
Abstract: The Gaussianity and efficiency of the conditional maximum-likelihood (CML) estimator in the multiple-parameters case is established in comparison with the deterministic Cramer-Rao bound. The results hold good for noncircular complex Gaussian noise and Monte Carlo simulations are provided in order to show the accuracy of the analysis.

Subjects :: Maximum likelihood estimates (Statistics) -- Analysis
Signal processing -- Methods
Digital signal processor
Business
Computers
Electronics
Electronics and electrical industries

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