IEEE Sensors Journal · 2019 · 18 citations · 48 references
EngineeringBioengineeringBiomedical EngineeringBiomedical Signal ProcessingInstrumentationSensorsBiomedical InstrumentationBiopotential MeasurementElectrocardiographyElectrodermal ActivityMedical InstrumentationPhysiological Signal AcquisitionBackground NoiseElectrocardiography InstrumentationElectrodermal Signal ProcessingOpen Source HardwarePhysiological MonitoringPhysiological Signal AnalysisPhysiological Signal ProcessingSignal-to-noise Ratio
In this article we present a new low-cost physiological signal acquisition platform in compliance with Open-Source Hardware philosophy. The device contains an electrocardiography circuit; two electrodermal activity channels that implement a time-multiplexing technique to remove inter-channel coupling interference; and a skin temperature module. These features make the platform suitable for experiments involving Affective Computing. We have assessed the performance of this device in terms of Signal-to-Noise Ratio (SNR) and Background Noise Level (BNL), an adapted MPEG7 feature for electrocardiography signals. This platform outperforms other commercial devices and most similar state-of-art studies on SNR. Results show values of 11.96, 30.01, 68.40 dB for ECG, EDA and ST, respectively, for SNR, and -28.31 dB for BNL in ECG. Both features were obtained by sampling physiological signals at a frequency of 256 Hz.
48
PhysioBank, PhysioToolkit, and PhysioNet
Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.5K citations · Full text
DEAP: A Database for Emotion Analysis ;Using Physiological Signals
Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.8K citations · Full text
Nursing, Neuroscience, Psychology +17
Publication Recommendations for Electrodermal Measurements
Don C. Fowles, Margaret J. Christie, Robert Edelberg et al. · Psychophysiology · 1981 · 1.7K citations · Full text
Publication recommendations for electrodermal measurements
Psychophysiology · 2012 · 1.3K citations · Full text