Patents by Inventor Sivakumar Guharajan

Sivakumar Guharajan 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).

  • Methods and system for machine learning-based data rate control
    Patent number: 11470507
    Abstract: Embodiments herein provide a method for machine learning-based data rate control in a wireless network system. The method includes detecting a rate change event by a data rate controller for at least one receiving node in the wireless network system. Furthermore, the method includes dynamically generating a data rate configuration comprising a data rate configuration comprising a plurality of rates, and an accuracy level of each of the rates. The method further includes determining by the data rate controller that the accuracy level of at least one rate from the plurality of rates meets an accuracy criteria and causing by the data rate controller to transmit at least one packet using the at least one rate.
    Type: Grant
    Filed: February 28, 2019
    Date of Patent: October 11, 2022
    Assignee: Aprecomm Private Limited
    Inventors: Gummaraj Pramod Babu, Sivakumar Guharajan
  • METHODS AND SYSTEM FOR MACHINE LEARNING-BASED DATA RATE CONTROL
    Publication number: 20190268807
    Abstract: Embodiments herein provide a method for machine learning-based data rate control in a wireless network system. The method includes detecting a rate change event by a data rate controller for at least one receiving node in the wireless network system. Furthermore, the method includes dynamically generating a data rate configuration comprising a data rate configuration comprising a plurality of rates, and an accuracy level of each of the rates. The method further includes determining by the data rate controller that the accuracy level of at least one rate from the plurality of rates meets an accuracy criteria and causing by the data rate controller to transmit at least one packet using the at least one rate.
    Type: Application
    Filed: February 28, 2019
    Publication date: August 29, 2019
    Inventors: Gummaraj Pramod Babu, Sivakumar Guharajan