Machine Learning Prediction for Phase-less Millimeter-Wave Beam Tracking

Future wireless networks may operate at millimeter-wave (mmW) and sub-terahertz (sub-THz) frequencies to enable high data rate requirements. While large antenna arrays are critical for reliable communications at mmW and sub-THz bands, these antenna arrays would also mandate efficient and scalable in...

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Veröffentlicht in:	arXiv.org 2022-06
Hauptverfasser:	Domae, Benjamin W, Boljanovic, Veljko, Li, Ruifu, Cabric, Danijela
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Alignment Antenna arrays Antennas Arrays Electronic devices Machine learning Millimeter waves Phase noise Power management Power measurement Tracking Wireless networks
Online-Zugang:	Volltext
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