navigation

Safety analysis of RNP approach procedure using fusion of FRAM model and Bayesian belief network.

ReverseTree

A collection of Bayesian networks (discrete, Gaussian, and conditional linear Gaussian) collated from recent academic literature. The 'bnRep_summary' object provides an overview of the Bayesian networks in the repository and the package documentation includes details about the variables in each network. A Shiny app to explore the repository can be launched with 'bnRep_app()' and is available online at <https://manueleleonelli.shinyapps.io/bnRep>. Reference: 'M. Leonelli' (2025) <doi:10.1016/j.neucom.2025.129502>.

Manuele Leonelli

bnRep

A Repository of Bayesian Networks from the Academic Literature

navigation function

A discrete Bayesian network to demonstrate the existing variability in functions that are part of the complex navigation system. Probabilities were given within the referenced paper. The vertices are:<dl>
<dt>ToAcquireGPSsignal</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd><dt>ToCheckAircraftPositionExecutingRNPProcedure</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd><dt>ToKeepAircraftOnProgrammedRoute</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd><dt>ToShowAircraftPositionBasedOnGPSSignal</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd>
</dl>

Format

navigation Bayesian Network — navigation

A discrete Bayesian network to demonstrate the existing variability in functions that are part of the complex navigation system. Probabilities were given within the referenced paper. The vertices are:<dl>
<dt>ToAcquireGPSsignal</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd>

<dt>ToCheckAircraftPositionExecutingRNPProcedure</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd>

<dt>ToKeepAircraftOnProgrammedRoute</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd>

<dt>ToShowAircraftPositionBasedOnGPSSignal</dt>
<dd>(Accurate, Acceptable, Inaccurate);</dd>


</dl>

navigation: navigation Bayesian Network

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