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Found 4 papers, 1 papers with code
Uplink Beam Management for Millimeter Wave Cellular MIMO Systems with Hybrid Beamforming
Hybrid analog and digital BeamForming (HBF) is one of the enabling transceiver technologies for millimeter Wave (mmWave) Multiple Input Multiple Output (MIMO) systems.
Information Theory Information Theory
Machine Learning-aided Design of Thinned Antenna Arrays for Optimized Network Level Performance
With the advent of millimeter wave (mmWave) communications, the combination of a detailed 5G network simulator with an accurate antenna radiation model is required to analyze the realistic performance of complex cellular scenarios.
Enabling Simulation-Based Optimization Through Machine Learning: A Case Study on Antenna Design
Therefore, it is possible to perform a global numerical optimization over the vast multi-dimensional parameter space, in a fraction of the time that would be required by a simple brute-force search.
Multi-Sector and Multi-Panel Performance in 5G mmWave Cellular Networks
The next generation of cellular networks (5G) will exploit the mmWave spectrum to increase the available capacity.
Networking and Internet Architecture Information Theory Information Theory
