ALEXANDRIA, Va., Aug. 18 -- United States Patent no. 12,710,527, issued on Aug. 18.
"Edge-executed machine learning for motion-responsive wearable radars" was invented by Cavon M Hajimiri (La Canada Flintridge, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "An edge-executed machine learning approach for motion-responsive radar in wearables enables detection of approaching objects reliably in the presence of movement and vibrations of the user. The wearable early detection system can use a machine learning model using neural networks (such as convolutional or recurrent neural networks) to combine the information from various sensors, such as a radar and inertial sensors, and provide accurate identifica...