Towards a continuous biometric system based on ECG signals acquired on the steering wheel
Electrocardiogram signals acquired through a steering wheel could be the key to seamless,
highly comfortable, and continuous human recognition in driving settings. This paper
focuses on the enhancement of the unprecedented lesser quality of such signals, through
the combination of Savitzky-Golay and moving average filters, followed by outlier detection
and removal based on normalised cross-correlation and clustering, which was able to
render ensemble heartbeats of significantly higher quality. Discrete Cosine Transform (DCT) …
highly comfortable, and continuous human recognition in driving settings. This paper
focuses on the enhancement of the unprecedented lesser quality of such signals, through
the combination of Savitzky-Golay and moving average filters, followed by outlier detection
and removal based on normalised cross-correlation and clustering, which was able to
render ensemble heartbeats of significantly higher quality. Discrete Cosine Transform (DCT) …
Towards a Continuous Biometric System Based on ECG Signals Acquired on the Steering Wheel.
Electrocardiogram signals acquired through a steering wheel could be the key to seamless,
highly comfortable, and continuous human recognition in driving settings. This paper
focuses on the enhancement of the unprecedented lesser quality of such signals, through
the combination of Savitzky-Golay and moving average filters, followed by outlier detection
and removal based on normalised cross-correlation and clustering, which was able to
render ensemble heartbeats of significantly higher quality. Discrete Cosine Transform (DCT) …
highly comfortable, and continuous human recognition in driving settings. This paper
focuses on the enhancement of the unprecedented lesser quality of such signals, through
the combination of Savitzky-Golay and moving average filters, followed by outlier detection
and removal based on normalised cross-correlation and clustering, which was able to
render ensemble heartbeats of significantly higher quality. Discrete Cosine Transform (DCT) …
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