Nokia Solutions and Networks Oy

Boris Kouassi

Anand Bedekar

Suresh Kalyanasundaram

Rajeev Agrawal

Afef Feki

Veronique Capdevielle

Hua Xu

Claudiu Mihailescu

Deepak Kumar Nayak

Chandrashekhar Thejaswi

Systems, methods, apparatuses, and computer program products for determining a grid-of-beams (GoB) are provided. One method may include collecting network data for training a neural network, train the neural network, using the collected data, to learn a non-discounted cumulative reward Q that evaluates a benefit of including a given beam into a grid-of-beams (GoB), iteratively applying the trained neural network to select at least one optimal beam to include in the grid-of-beams (GoB), and selecting one or more beams from the grid-of-beams (GoB) to transmit to a user equipment or to receive transmission from the user equipment.

Apparatus and method for designing a grid-of-beams using machine learning

Growing community of inventors

Massy, France

Boris Kouassi