The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 27, 2026

Filed:

Jun. 13, 2023
Applicant:

Infineon Technologies Ag, Neubiberg, DE;

Inventors:

Julius Ott, Hohenschäftlarn, DE;

Avik Santra, Irvine, CA (US);

Lorenzo Servadei, Munich, DE;

Assignees:

INFINEON TECHNOLOGIES AG, Neubiberg, DE;

INFINEON TECHNOLOGIES AMERICAS CORP., El Segundo, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01S 13/58 (2006.01); G01S 7/41 (2006.01);
U.S. Cl.
CPC ...
G01S 13/581 (2013.01); G01S 7/417 (2013.01);
Abstract

A radar device includes a radar front end configured to send radar signals and to receive reflected radar signals, processing circuitry configured to provide digital radar data based on the received reflected radar signals, and a digital filter configured to process the digital radar data to obtain information about objects which reflected the radar signals. The device further comprises machine learning logic with a policy network configured to set the parameters of the digital filter based on the digital radar data, and a reward value generating network including a plurality of heads, each head configured to provide a respective expected reward value for a setting of parameters by the policy network. The radar device is further configured to detect that a scene captured by the radar device is not reliably processable based on a distribution of the expected reward values generated by the plurality of heads.


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