Seismocardiography from a single chest-worn accelerometer performs comparably to ECG and BVP for binary valence and arousal classification, and adding accelerometry-derived respiration enables a one-sensor emotion recognition setup.
Ambulatory Assessment of Affect: Survey of Sensor Systems for Monitoring of Autonomic Nervous Systems Activation in Emotion,
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Seismocardiography for Emotion Recognition: A Study on EmoWear with Insights from DEAP
Seismocardiography from a single chest-worn accelerometer performs comparably to ECG and BVP for binary valence and arousal classification, and adding accelerometry-derived respiration enables a one-sensor emotion recognition setup.