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[BD15] Maximum Likelihood parameter estimation of Nakagami-gamma shadowed fading channels
Revue Internationale avec comité de lecture : Journal IEEE Communications Letters, vol. 19(04), pp. 1-4, 2015, (doi:10.1109/LCOMM.2015.2394293)Mots clés: shadowing, Nakagami-gamma distribution, Maximum Likelihood, estimation,
Résumé:
In this paper, we investigate the performance of the Maximum Likelihood (ML) method to estimate the parameters of compound Nakagami-gamma shadowed fading channels. We derived analytically the ML estimates of the Nakagami-gamma distribution by using the Expectation-Maximization (EM) algorithm. Numerical simulations demonstrate the outperformance of the EM algorithm in terms of accuracy versus the moment-based estimation technique. Moreover, the EM iterations converge to the global optimum.
Equipe:
laetitia
Collaboration:
LISTIC
BibTeX
| @article { | |||
| BD15, | |||
| title | = | "{Maximum Likelihood parameter estimation of Nakagami-gamma shadowed fading channels}", | |
| author | = | "N. BOUHLEL and A. Dziri", | |
| journal | = | "IEEE Communications Letters", | |
| year | = | 2015, | |
| volume | = | 19, | |
| number | = | 04, | |
| pages | = | "1-4", | |
| doi | = | "10.1109/LCOMM.2015.2394293", | |
| } | |||
