Apparatus and method for designing grid of beams using machine learning

摘要

A system, method, apparatus, and computer program product are provided for determining a grid of beam (gob).One way isIncluding network data for training neural networksUsing the collected data,To evaluate the benefit of including a given beam within a grid of beam (gob) to learn a non discounted cumulative reward QTraining neural networksTo select at least one optimum beam for inclusion within the grid of beamTrained neural networks are iteratively applied.To send to the user deviceOrTo receive transmission from a user deviceIt may include selecting one or more beams from a grid of beam (gob).