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:
Jul. 19, 2022

Filed:

May. 07, 2019
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Sharad Sambhwani, San Diego, CA (US);

Amichai Sanderovich, Atlit, IL;

Evyatar Hemo, Kiryat Bialik, IL;

Evgeny Levitan, Haifa, IL;

Eran Hof, Haifa, IL;

Mohammad Faroq Salama, Majd al-krum, IL;

Michel Adib Sarkis, San Diego, CA (US);

Ning Bi, San Diego, CA (US);

Yingyong Qi, San Diego, CA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01S 7/41 (2006.01); G01S 7/35 (2006.01); G06N 20/00 (2019.01); G01S 13/32 (2006.01); G01S 13/89 (2006.01); H01Q 21/08 (2006.01); H04L 9/40 (2022.01); G06V 40/16 (2022.01);
U.S. Cl.
CPC ...
G01S 7/41 (2013.01); G01S 7/352 (2013.01); G01S 13/325 (2013.01); G01S 13/89 (2013.01); G06N 20/00 (2019.01); G06V 40/166 (2022.01); G06V 40/168 (2022.01); G06V 40/172 (2022.01); H01Q 21/08 (2013.01); H04L 63/0861 (2013.01); G01S 7/358 (2021.05);
Abstract

Embodiments described herein can address these and other issues by using radar machine learning to address the radio frequency (RF) to perform object identification, including facial recognition. In particular, embodiments may obtain IQ samples by transmitting and receiving a plurality of data packets with a respective plurality of transmitter antenna elements and receiver antenna elements, where each data packet of the plurality of data packets comprises one or more complementary pairs of Golay sequences. I/Q samples indicative of a channel impulse responses of an identification region obtained from the transmission and reception of the plurality of data packets may then be used to identify, with a random forest model, a physical object in the identification region.


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