Patents by Inventor Sven FLAKE

Sven FLAKE 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 system for classifying scenarios of a virtual test, and training method
    Patent number: 12762309
    Abstract: A computer-implemented method and system for classifying scenarios of a virtual test, including a provision of a first data set of sensor data of a travel of an ego vehicle captured by a plurality of vehicle-side surroundings detection sensors; a transformation of the first data set of sensor data into a data-reduced second data set of sensor data by a first algorithm, in particular a multivariate data analysis method; an application of a second machine learning algorithm to the data-reduced second data set of sensor data for classifying scenarios comprised by the second data set; and an output of a third data set having a plurality of classes representing a vehicle action. Provided is also a computer-implemented method for providing a trained second machine learning algorithm for classifying scenarios of a virtual test.
    Type: Grant
    Filed: December 16, 2022
    Date of Patent: October 13, 2026
    Assignee: dSpace GmbH
    Inventor: Sven Flake
  • METHOD AND SYSTEM FOR CLASSIFYING SCENARIOS OF A VIRTUAL TEST, AND TRAINING METHOD
    Publication number: 20230195977
    Abstract: A computer-implemented method and system for classifying scenarios of a virtual test, including a provision of a first data set of sensor data of a travel of an ego vehicle captured by a plurality of vehicle-side surroundings detection sensors; a transformation of the first data set of sensor data into a data-reduced second data set of sensor data by a first algorithm, in particular a multivariate data analysis method; an application of a second machine learning algorithm to the data-reduced second data set of sensor data for classifying scenarios comprised by the second data set; and an output of a third data set having a plurality of classes representing a vehicle action. Provided is also a computer-implemented method for providing a trained second machine learning algorithm for classifying scenarios of a virtual test.
    Type: Application
    Filed: December 16, 2022
    Publication date: June 22, 2023
    Applicant: dSPACE GmbH
    Inventor: Sven FLAKE