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:

Aug. 03, 2023
Applicant:

Korea University Research and Business Foundation, Seoul, KR;

Inventors:

Seong Whan Lee, Seoul, KR;

Dong Young Kim, Seoul, KR;

Dong-Kyun Han, Seoul, KR;

Woo Jeoung Nam, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60R 16/037 (2006.01); A61B 5/00 (2006.01); A61B 5/16 (2006.01); A61B 5/18 (2006.01); B60R 16/023 (2006.01);
U.S. Cl.
CPC ...
A61B 5/18 (2013.01); A61B 5/165 (2013.01); A61B 5/7267 (2013.01); B60R 16/023 (2013.01); B60R 16/037 (2013.01);
Abstract

A method of classifying, by an apparatus including a processor and a memory, a subject-independent driver state according to an embodiment of the present disclosure may include (a) learning a state classification model that receives one or more drivers' bio-signal data from a database to output the drivers' state classification (b) receiving a new driver's bio-signal, (c) preprocessing the received new driver's bio-signal, and (d) inputting the preprocessed new driver's bio-signal to the state classification model to output the driver's state classification result, wherein the bio-signal is at least one of an electroencephalogram (EEG), an electrooculogram (EOG), an electrocardiogram (ECG), and a photoplethysmogram (PPG).


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