Patents by Inventor Boris KOUASSI

Boris KOUASSI has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Apparatus and method for designing a grid-of-beams using machine learning
    Patent number: 11546040
    Abstract: 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.
    Type: Grant
    Filed: September 13, 2018
    Date of Patent: January 3, 2023
    Assignee: Nokia Solutions and Networks Oy
    Inventors: Deepak Nayak, Chandrashekhar Thejaswi, Suresh Kalyanasundaram, Rajeev Agrawal, Hua Xu, Anand Bedekar, Veronique Capdevielle, Claudiu Mihailescu, Boris Kouassi, Afef Feki
  • APPARATUS AND METHOD FOR DESIGNING A GRID-OF-BEAMS USING MACHINE LEARNING
    Publication number: 20210320709
    Abstract: 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.
    Type: Application
    Filed: September 13, 2018
    Publication date: October 14, 2021
    Inventors: Deepak NAYAK, Chandrashekhar THEJASWI, Suresh KALYANASUNDARAM, Rajeev AGRAWAL, Hua XU, Anand BEDEKAR, Veronique CAPDEVIELLE, Claudiu MIHAILESCU, Boris KOUASSI, Afef FEKI