Patents by Inventor Mark R. Eisen

Mark R. Eisen 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).

  • FEDERATED LEARNING FOR MULTIPLE ACCESS RADIO RESOURCE MANAGEMENT OPTIMIZATIONS
    Publication number: 20230189319
    Abstract: In one embodiment, a machine learning (ML) model for determining radio resource management (RRM) decisions is updated, with ML model parameters being shared between RRM decision makers to update the model. The updates may include local operations (between an AP and UE pair) to update local primal and dual parameters of the ML model, and global operations (between other devices in the network) to exchange/update global parameters of the ML model.
    Type: Application
    Filed: June 26, 2021
    Publication date: June 15, 2023
    Applicant: Intel Corporation
    Inventors: Mustafa Riza Akdeniz, Nageen Himayat, Ravikumar Balakrishnan, Sagar Dhakal, Mark R. Eisen, Navid Naderializadeh
  • APPARATUS, SYSTEM, METHOD AND COMPUTER-IMPLEMENTED STORAGE MEDIA TO IMPLEMENT RADIO RESOURCE MANAGEMENT POLICIES USING MACHINE LEARNING
    Publication number: 20220377614
    Abstract: An apparatus of a transmitter computing node n (TX node n) of a wireless network, one or more computer readable media, a system, and a method.
    Type: Application
    Filed: April 1, 2022
    Publication date: November 24, 2022
    Applicant: Intel Corporation
    Inventors: Ravikumar Balakrishnan, Nageen Himayat, Arjun Anand, Mustafa Riza Akdeniz, Sagar Dhakal, Mark R. Eisen, Navid Naderializadeh