公开(公告)号：US20220196798A1

公开(公告)日：2022-06-23

申请号：US17375017

申请日：2021-07-14

Applicant: Intel Corporation

Inventor： Chulong CHEN ,  Wenling Margaret HUANG ,  Saiveena KESARAJU ,  Ivan SIMÕES GASPAR ,  Pradyumna S. SINGH ,  Biji GEORGE ,  Dipan Kumar MANDAL ,  Om Ji OMER ,  Sreenivas SUBRAMONEY ,  Yuval AMIZUR ,  Leor BANIN ,  Hao CHEN ,  Nir DVORECKI ,  Shengbo XU

IPC: G01S7/41 ,  H01Q21/06 ,  G01S13/89 ,  G01S7/40 ,  G01S13/58

Abstract: According to various embodiments, a radar device is described comprising a processor configured to generate a scene comprising an object based on a plurality of receive wireless signals, generate a ground truth object parameter of the object and generate a dataset representative of the scene and a radar detector configured to determine an object parameter of the object using a machine learning algorithm and the dataset, determine an error value of the machine learning algorithm using a cost function, the object parameter, and the ground truth object parameter and adjust the machine learning algorithm values to reduce the error value.