Safety of Flight Prediction for Small Unmanned Aerial Vehicles Using Dynamic Bayesian Networks

This thesis compares three variations of the Bayesian network as an aid for decision-making using uncertain information. After reviewing the basic theory underlying probabilistic graphical models and Bayesian estimation, the thesis presents a user-defined static Bayesian network, a static Bayesian n...

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Bibliographic Details
Main Author: Burns, Meghan Colleen
Other Authors: Aerospace and Ocean Engineering
Format: Others
Published: Virginia Tech 2018
Subjects:
Online Access:http://hdl.handle.net/10919/83381