Engineering Commons^™

Wavelet-Based Single-Channel Eeg Features For The Automated Recognition Of Human Emotion, Anjan Gudigar, Raghavendra U Dr., Maithri M, Samir Kumar Praharaj Dr

Manipal Journal of Science and Technology

Human emotion is a physical and physiological activity that is triggered in response to internal or external stimulation. Automating emotion recognition is a challenging task since emotions change continuously with time, situation, etc. It is a complex activity. Recently, multiple studies were undertaken using CAD tools to automatically detect emotions. EEG signals are one mode through which emotions can be captured. These signals are captured using multiple channels. Processing all these channel features can be a cumbersome task. Hence in the current study, we tried to recognize the emotions using a single T7 channel. Initially, the features of the pre-processed …