Application of the Mixture of Lognormal Distribution to Represent the First-Order Statistics of Wireless Channels

@article{Das2020ApplicationOT,
  title={Application of the Mixture of Lognormal Distribution to Represent the First-Order Statistics of Wireless Channels},
  author={Saikat Das and A. Bhattacharya},
  journal={IEEE Systems Journal},
  year={2020},
  volume={14},
  pages={4394-4401}
}
  • Saikat Das, A. Bhattacharya
  • Published 2020
  • Computer Science
  • IEEE Systems Journal
    • In a wireless channel, shadow fading along with multipath effect causes random fluctuations of the received signal strength at the receiver. Several composite fading distributions are available for modeling the randomness. Among them, Lognormal-based models are unable to give a closed-form expression of the composite distribution, but Gamma-based model overcomes the problem faced by the former one. However, the Gamma-based model comes with a complicated mathematical function. To get rid of that… CONTINUE READING
    View on IEEE
    doi.org

    References

    SHOWING 1-10 OF 37 REFERENCES
    A Mixture Gamma Distribution to Model the SNR of Wireless Channels
    • 166
    • Highly Influential
    • PDF
    Performance analysis of lognormally shadowed generalized Gamma fading channels
    • H. Samimi
    • Computer Science
    • Int. J. Commun. Syst.
    • 2011
    • 8
    Modeling and Analysis of Wireless Channels via the Mixture of Gaussian Distribution
    • 38
    • Highly Influential
    • PDF
    Outage probabilities in shadowed fading channels using a compound statistical model
    • 53
    A unified approach for representing wireless channels using EM-based finite mixture of gamma distributions
    • 8
    Error Rates in Generalized Shadowed Fading Channels
    • P. Shankar
    • Computer Science
    • Wirel. Pers. Commun.
    • 2004
    • 262
    An Additive Model as a Physical Basis for Shadow Fading
    • 100
    A statistical basis for lognormal shadowing effects in multipath fading channels
    • 211
    Statistical Models for Fading and Shadowed Fading Channels in Wireless Systems: A Pedagogical Perspective
    • P. Shankar
    • Computer Science
    • Wirel. Pers. Commun.
    • 2011
    • 34
    Lognormal Mixture Shadowing
    • 23