Signal-to-noise ratio estimation for M-QAM signals in η−μand κ−μfading channels

In this paper, signal-to-noise ratio (SNR) estimation is carried out by the method of moments (MOM) for fading channels modeled by probability distributions η − μ and κ − μ , considering M -ary quadrature amplitude modulation ( M -QAM) with constellation energy normalized to one. New expressions are...

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Veröffentlicht in:EURASIP journal on advances in signal processing 2019-03, Vol.2019 (1), p.1-17, Article 20
Hauptverfasser: Lira de Queiroz, Wamberto José, Brito Teixeira de Almeida, Danilo, Madeiro, Francisco, Araújo Lopes, Waslon Terllizzie
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Sprache:eng
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Zusammenfassung:In this paper, signal-to-noise ratio (SNR) estimation is carried out by the method of moments (MOM) for fading channels modeled by probability distributions η − μ and κ − μ , considering M -ary quadrature amplitude modulation ( M -QAM) with constellation energy normalized to one. New expressions are presented for the SNR estimation and for the mean, variance, and normalized mean square error (NMSE) of the estimates, obtained by a statistical linearization argument. Additionally, it is shown how to obtain the SNR estimate for Nakagami- m channel from the estimation derived for the models η − μ and κ − μ . The results obtained from the analytical expressions are corroborated by simulation results and show that the MOM is a suitable alternative for scenarios in which the mathematical tractability does not suggest the application of other estimation techniques.
ISSN:1687-6180
1687-6172
1687-6180
DOI:10.1186/s13634-019-0607-7