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EEG-based LabVIEW Virtual Instrumentation for Assisting Disabled People
•Project Overview: EEG-based LabVIEW Virtual Instrumentation for assisting disabled individuals.
•Purpose: To aid communication between disabled people and caretakers by analyzing brainwave data.
•Key Components: Unicorn Hybrid Black EEG headset, LabVIEW for signal processing, and Arduino for device control.
•Features Demonstrated:
- Recorded EEG data capture and filtering.
- Power Spectral Density analysis.
- Statistical feature extraction (mean, standard deviation, entropy).
- Classification using KNN to ensure system accuracy.
- Visualization through control tabs and interactive graphs.
- Device control for triggering alerts based on abnormal behavior detection.
•Outcome: A system designed to improve communication and provide support for disabled individuals through advanced EEG analysis.
Видео EEG-based LabVIEW Virtual Instrumentation for Assisting Disabled People канала Luqman Haqimi
•Purpose: To aid communication between disabled people and caretakers by analyzing brainwave data.
•Key Components: Unicorn Hybrid Black EEG headset, LabVIEW for signal processing, and Arduino for device control.
•Features Demonstrated:
- Recorded EEG data capture and filtering.
- Power Spectral Density analysis.
- Statistical feature extraction (mean, standard deviation, entropy).
- Classification using KNN to ensure system accuracy.
- Visualization through control tabs and interactive graphs.
- Device control for triggering alerts based on abnormal behavior detection.
•Outcome: A system designed to improve communication and provide support for disabled individuals through advanced EEG analysis.
Видео EEG-based LabVIEW Virtual Instrumentation for Assisting Disabled People канала Luqman Haqimi
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27 августа 2024 г. 5:56:35
00:04:07
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