Patents by Inventor Ramy E. Ali

Ramy E. Ali 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).

  • Method and apparatus for learning-based channel matrix prediction
    Patent number: 12088369
    Abstract: Methods and apparatus are provided in which channel matrices at time slots are estimated using reference signals received from a base station (BS) at the time slots. A sequence of channel matrices at future time slots are estimated using the estimated channel matrices as input to a neural network (NN) trained based on known sets of past and future channel matrices. A parameter is determined using at least one channel matrix from the sequence of channel matrices.
    Type: Grant
    Filed: December 30, 2022
    Date of Patent: September 10, 2024
    Assignee: Samsung Electronics Co., Ltd
    Inventors: Hyukjoon Kwon, Mohamed Mahmoud, Federico Penna, Yanlin Zhou, Ramy E. Ali
  • METHOD AND APPARATUS FOR LEARNING-BASED CHANNEL MATRIX PREDICTION
    Publication number: 20240063852
    Abstract: Methods and apparatus are provided in which channel matrices at time slots are estimated using reference signals received from a base station (BS) at the time slots. A sequence of channel matrices at future time slots are estimated using the estimated channel matrices as input to a neural network (NN) trained based on known sets of past and future channel matrices. A parameter is determined using at least one channel matrix from the sequence of channel matrices.
    Type: Application
    Filed: December 30, 2022
    Publication date: February 22, 2024
    Inventors: Hyukjoon KWON, Mohamed Mahmoud, Federico Penna, Yanlin Zhou, Ramy E. Ali