Using about 1,000 simulator samples, regression models emulate a 5G mmWave antenna simulator well enough to optimize a 64-element array, finding a configuration with roughly 3 dB SINR gain over baseline.
Millimeter-Wave Cellular Wireless Networks: Potentials and Challenges,
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Enabling Simulation-Based Optimization Through Machine Learning: A Case Study on Antenna Design
Using about 1,000 simulator samples, regression models emulate a 5G mmWave antenna simulator well enough to optimize a 64-element array, finding a configuration with roughly 3 dB SINR gain over baseline.