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Machine learning-based mmwave mimo beam tracking in v2i scenarios: Algorithms and datasets
This work investigates the use of machine learning applied to the beam tracking problem in
5G networks and beyond. The goal is to decrease the overhead associated to MIMO …
5G networks and beyond. The goal is to decrease the overhead associated to MIMO …
[PDF][PDF] Generation of 5G/6G Wireless Channels Using Raymobtime with Sionna's Ray-Tracing
S Bastos, A Oliveira, D Suzuki… - XLI Simpósio …, 2023 - biblioteca.sbrt.org.br
It is challenging to generate wireless channels for 5G/6G scenarios with sophisticated
mobility patterns. Raytracing (RT) is one of the most adopted techniques, especially when …
mobility patterns. Raytracing (RT) is one of the most adopted techniques, especially when …
Beam tracking using deep learning applied to 6G MIMO
AP OLIVEIRA - 2024 - repositorio.ufpa.br
This work explores the application of machine learning to enhance beam tracking in 6G
MIMO Vehicle-to-Infrastructure (V2I) communications. Beam tracking, essential for …
MIMO Vehicle-to-Infrastructure (V2I) communications. Beam tracking, essential for …