Patents by Inventor Paul TOURNIAIRE

Paul TOURNIAIRE 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).

  • Machine-learning-based detection and reconstruction from low-resolution samples
    Patent number: 11139866
    Abstract: According to an aspect, there is provided an apparatus comprising a combiner for combining a received analog signal with an analog dithering signal to produce a combined analog signal, a one-bit analog-to-digital converter for converting the combined analog signal to a combined digital signal, means for performing joint downsampling and feature extraction for the combined digital signal, means for implementing a trained machine-learning algorithm for calculating one or more input parameters for waveform generation at least based on one or more features extracted from the combined digital signal and a parametric waveform generator for generating the analog dithering signal based on the one or more input parameters.
    Type: Grant
    Filed: December 28, 2020
    Date of Patent: October 5, 2021
    Assignee: NOKIA TECHNOLOGIES OY
    Inventors: Faycal Ait Aoudia, Jakob Hoydis, Paul Tourniaire, Luc Dartois
  • MACHINE-LEARNING-BASED DETECTION AND RECONSTRUCTION FROM LOW-RESOLUTION SAMPLES
    Publication number: 20210211163
    Abstract: According to an aspect, there is provided an apparatus comprising a combiner for combining a received analog signal with an analog dithering signal to produce a combined analog signal, a one-bit analog-to-digital converter for converting the combined analog signal to a combined digital signal, means for performing joint downsampling and feature extraction for the combined digital signal, means for implementing a trained machine-learning algorithm for calculating one or more input parameters for waveform generation at least based on one or more features extracted from the combined digital signal and a parametric waveform generator for generating the analog dithering signal based on the one or more input parameters.
    Type: Application
    Filed: December 28, 2020
    Publication date: July 8, 2021
    Inventors: Faycal AIT AOUDIA, Jakob HOYDIS, Paul TOURNIAIRE, Luc DARTOIS