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).
METHOD AND APPARATUS FOR CLASSIFYING SUBJECT INDEPENDENT DRIVER STATE USING BIO-SIGNAL
2024-06-13
Patent
Elektronische Ressource
Englisch
METHOD FOR CLASSIFYING SUBJECT INDEPENDENT DRIVER STATE USING VITAL SIGN AND APPARATUS FOR SAME
Europäisches Patentamt | 2024
|Apparatus and method for detecting subject-independent fatigue state based on brain signal of driver
Europäisches Patentamt | 2023
Apparatus and method for detecting subject-independent fatigue state based on brain signal of driver
Europäisches Patentamt | 2022
|