Cost-Efficient Deployment of a Reliable Multi-UAV Unmanned Aerial System
Babu, Nithin, Popovski, Petar, Papadias, Constantinos B.
–arXiv.org Artificial Intelligence
In this work, we study the trade-off between the reliability and the investment cost of an unmanned aerial system (UAS) consisting of a set of unmanned aerial vehicles (UAVs) carrying radio access nodes, called portable access points (PAPs)), deployed to serve a set of ground nodes (GNs). Using the proposed algorithm, a given geographical region is equivalently represented as a set of circular regions, where each circle represents the coverage region of a PAP. Then, the steady-state availability of the UAS is analytically derived by modelling it as a continuous time birth-death Markov decision process (MDP). Numerical evaluations show that the investment cost to guarantee a given steady-state availability to a set of GNs can be reduced by considering the traffic demand and distribution of GNs.
arXiv.org Artificial Intelligence
Aug-30-2022
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