Learning-Based Beam Alignment for Uplink mmWave UAVs

Unmanned aerial vehicles (UAVs) are the emerging vital components of millimeter wave (mmWave) wireless systems. Accurate beam alignment is essential for efficient beam based mmWave communications of UAVs with base stations (BSs). Conventional beam sweeping approaches often have large overhead due to...

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Veröffentlicht in:	IEEE transactions on wireless communications 2023-03, Vol.22 (3), p.1779-1793
Hauptverfasser:	Susarla, Praneeth, Gouda, Bikshapathi, Deng, Yansha, Juntti, Markku, Silven, Olli, Tolli, Antti
Format:	Artikel
Sprache:	eng
Schlagworte:	5G mobile communication Alignment Array signal processing Autonomous aerial vehicles beam alignment Beamforming deep Q-network Learning Millimeter wave communication Millimeter waves mmWave Structural beams Training Unmanned aerial vehicles Uplinking Wireless communication
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