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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser:	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
Sprache:	eng
Schlagworte:	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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Beschreibung
Zusammenfassung:	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.