Novel Information-theoretic Game-theoretical Insights to Broadcasting in Internet-of-UAVs

preprint2022arXivOpen access

Abstract

For the Internet-of-unmanned aerial vehicles (UAVs) some challenges in broadcasting and from new points of view are explored. In this paper, first, we investigate a single broadcast transceiver. From a control of noisy-channel viewpoint, we consider: (\textit{i}) Alice sends X\mathcal{X} to Bob as more \textcolor{black}{efficient} as possible while she wishes Bob not to get access to the private message S\mathcal{S} regarding the correlation between S\mathcal{S} and X\mathcal{X} −- i.e., Alice purposefully sends a \textit{turbulent-flow} of the information to Bob; and (\textit{ii}) where (Θ1;Θ2)\big (Θ_1;Θ_2 \big) is the control-action-pair which actualise a \textit{pursuit-Evasion}. We consider \textit{dissipativity} in our system due to the memory effect relating to the previous states. We thus propose a federated-learning based \textit{Blahut-Arimoto} algorithm while a 2-D \textit{dissipativity}-theoretic continuous-Mean-Field-Game (MFG) is proposed with regard to (w.r.t.) a joint probability-distribution-function (PDF) of the population distribution −- relating to a continuous-control-law. We also analyse what if Alice is owed to multiple Bobs in a multi-user scenario which we apply a bankruptcy based 3−3-level nested game for.

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