Patents by Inventor Kiran AYODHYA

Kiran AYODHYA 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, system and program product for data transmission with a reduced data volume
    Patent number: 10848425
    Abstract: A computer-implemented method for data transmission at reduced data volumes includes sampling a data stream in consecutive time intervals and generating consecutive data packages, calculating, via principal component analysis, projections of its data points onto a set of principal components, aligning, via dynamic time warping, the projected data points to respective projected data points of an earlier generated data package and calculating distances between the aligned data points, determining and comparing the maximum of the calculated distances to a threshold value, and transmitting the newly generated data package to a data sink and setting the newly generated data package as the earlier generated data package for the next aligning step if the maximum distance exceeds the threshold value or otherwise inhibiting the transmission and retaining the earlier generated data package for the next aligning step.
    Type: Grant
    Filed: August 9, 2017
    Date of Patent: November 24, 2020
    Assignee: Siemens Aktiengesellschaft
    Inventors: Kiran Ayodhya, Rui Li
  • Method, System and Program Product for Data Transmission with a Reduced Data Volume
    Publication number: 20190173795
    Abstract: A computer-implemented method for data transmission at reduced data volumes includes sampling a data stream in consecutive time intervals and generating consecutive data packages, calculating, via principal component analysis, projections of its data points onto a set of principal components, aligning, via dynamic time warping, the projected data points to respective projected data points of an earlier generated data package and calculating distances between the aligned data points, determining and comparing the maximum of the calculated distances to a threshold value, and transmitting the newly generated data package to a data sink and setting the newly generated data package as the earlier generated data package for the next aligning step if the maximum distance exceeds the threshold value or otherwise inhibiting the transmission and retaining the earlier generated data package for the next aligning step.
    Type: Application
    Filed: August 9, 2017
    Publication date: June 6, 2019
    Inventors: Kiran AYODHYA, Rui LI