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On the statistics of the ratio of nonconstrained arbitrary α-μ random variables: A general framework and applications

  • José David Vega Sánchez*
  • , Diana Pamela Moya Osorio
  • , Edgar Eduardo Benitez Olivo
  • , Hirley Alves
  • , Martha Cecilia Paredes Paredes
  • , Luis Urquiza Aguiar
  • *Autor correspondiente de este trabajo
  • Escuela Politecnica Nacional
  • Universidade Federal de São Carlos
  • Universidade Estadual Paulista Júlio de Mesquita Filho
  • University of Oulu

Producción científica: Contribución a una revistaArtículorevisión exhaustiva

10 Citas (Scopus)

Resumen

In this paper, we derive closed-form exact expressions for the main statistics of the ratio of two squared α-μ random variables, which are of interest in many scenarios for future wireless networks where generalized distributions are more suitable to fit with field data. Importantly, different from previous proposals, our expressions are general in the sense that are valid for nonconstrained arbitrary values of the parameters of the α-μ distribution. Thus, the probability density function, cumulative distribution function, moment generating function, and higher-order moments are given in terms of both (i) the Fox H-function for which we provide a portable and efficient Wolfram Mathematica code and (ii) easily computable series expansions. Our expressions can be used straightforwardly in the performance analysis of a number of wireless communication systems, including either interference-limited scenarios, spectrum sharing, full-duplex, or physical-layer security networks, for which we present the application of the proposed framework. Moreover, closed-form expressions for some classical distributions, derived as special cases from the α-μ distribution, are provided as byproducts. The validity of the proposed expressions is confirmed via Monte Carlo simulations.

Idioma originalInglés
Número de artículoe3832
PublicaciónTransactions on Emerging Telecommunications Technologies
Volumen31
N.º3
DOI
EstadoPublicada - 1 mar. 2020
Publicado de forma externa

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