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Beyond D2D: Full Dimension UAV-to-Everything Communications in 6G

Shuhang Zhang, Hongliang Zhang, Lingyang Song

2020IEEE Transactions on Vehicular Technology149 citationsDOI

Abstract

In this paper, we consider an Internet of unmanned aerial vehicles (UAVs) over cellular networks, where UAVs work as aerial users to collect various sensory data, and send the collected data to their transmission destinations over cellular links. Unlike the terrestrial users in the conventional cellular networks, different UAVs have various communication requirements due to their sensing applications, and a more flexible communication framework is in demand. To tackle this problem, we propose a UAV-to-Everything (U2X) networking, which enables the UAVs to adjust their communication modes full dimensionally according to the requirements of their sensing applications. In this article, we first introduce the concept of U2X communications, and elaborate on its three communication modes. Afterwards, we discuss the key techniques of the U2X communications, including joint sensing and transmission protocol, UAV trajectory design, and radio resource management. A reinforcement learning-based mathematical framework for U2X communications is then proposed. Finally, the extensions of the U2X communications are presented.

Topics & Concepts

Computer scienceWirelessCellular communicationKey (lock)Transmission (telecommunications)Communications systemComputer networkTelecommunications networkDimension (graph theory)Reinforcement learningData transmissionDistributed computingTelecommunicationsArtificial intelligenceMathematicsPure mathematicsComputer securityUAV Applications and OptimizationAdvanced Wireless Communication TechnologiesAdvanced MIMO Systems Optimization
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