HIGH END IMAGING RADAR

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 5 signals, generate a ground truth object parameter of the object and generate a dataset representative of the scene and a...

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Bibliographic Details
Main Authors SHENGBO XU, SAIVEENA KESARAJU, OM JI OMER, CHULONG CHEN, NIR DVORECKI, IVAN SIMOES GASPAR, PRADYUMNA SINGH, HAO CHEN, DIPAN KUMAR MANDAL, WEN-LING HUANG, BIJI GEORGE, LEOR BANIN, YUVAL AMIZUR, SREENIVAS SUBRAMONEY
Format Patent
LanguageEnglish
Published 16.06.2023
Subjects
ANALOGOUS ARRANGEMENTS USING OTHER WAVES
DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES
LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES
MEASURING
PHYSICS
RADIO DIRECTION-FINDING
RADIO NAVIGATION
TESTING
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Summary: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 5 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.
Bibliography:Application Number: NL20212029854