Gm Global Technolgoy Operations, Inc.

Joseph Kampeas

Ronit Bustin

Eran Kishon

Igal Kotzer

Ofer Givati

An apparatus and method for enhancing broadcast radio includes a DNN trained on data sets of audio created from a synthesized broadcasting process and original source audio. Broadcast radio signals are received at a radio module and processed through the DNN to produce enhanced audio.

High-resolution radio using neural networks

A vehicle communication and control system includes a first vehicle in signal communication with a remote computing system and/or a second vehicle. The first vehicle includes a sensor configured to capture a raw image having a first image volume and including at least one target object. An image encoder included in the vehicle converts the raw image into a masked image having a second image volume that is less than the first image volume. A segmentation unit included in the remote computing system and/or the second vehicle determines the at least one target object from the masked image, generates a masked segmented image including a sparse segmentation of the at least one target object, and converts the sparse segmentation of the at least one target object into at least one recovered segmented target object indicative of the at least one target object.

Remote segmentation under limited computational resources and rate constraints

A method in a rate adaptive system includes categorizing, by an encoder, a plurality of clusters of data in a segmented image into one of a plurality of categories corresponding to a different predetermined label with a predetermined priority level; vectorizing, by the encoder, the data to generate a sparse vector xfor its corresponding label; encoding, by the encoder, a plurality of the sparse vectors xby multiplying a measurement matrix A(t) with the sparse vector xto generate a set of encoded information y; transmitting, by the encoder to the decoder, the plurality of sets of the encoded information yin a prioritized order; decoding, by the decoder, the plurality of sets of encoded information yto determine the plurality of the sparse vectors xbased on determining measurement matrix A(t); and uniting the plurality of the sparse vectors xinto a single image frame.

Rate adaptive encoding decoding scheme for prioritized segmented data

A system and method for establishing secured wireless communications between electromagnetic communication devices. The method may include: generating a transmission polarization mode sequence at a first electromagnetic communication device, wherein the transmission polarization mode sequence includes a first plurality of antenna polarization modes used for transmitting electromagnetic signals; transmitting data from the first electromagnetic communication device using the transmission polarization mode sequence; obtaining a reception polarization mode sequence at the first electromagnetic communication device, wherein the reception polarization mode sequence is generated by a second electromagnetic communication device, and wherein the reception polarization mode sequence includes a second plurality of antenna polarization modes used for listening for electromagnetic signals; determining an initial key based on determining matches between the transmission polarization mode sequence and the reception polarization mode sequence; and carrying out communications between the first electromagnetic communication device and the second electromagnetic communication device based on the initial key.

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Ramat Gan, Israel

Joseph Kampeas