Non-Contact Heartbeat Detection by Heartbeat Signal Reconstruction Based on Spectrogram Analysis With Convolutional LSTM

Non-Contact Heartbeat Detection by Heartbeat Signal Reconstruction Based on Spectrogram Analysis With Convolutional LSTM

Heartbeat detection is one of key techniques to monitor our health condition in daily life, and demands for this technique have increased year and year. Thanks to the non-contact and non-invasive features, various Doppler sensor-based detection methods have been investigated so far. However, the hea...

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Bibliographic Details
Main Authors: Kohei Yamamoto, Tomoaki Ohtsuki
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Doppler sensor
heartbeat
spectrogram
deep learning
convolutional LSTM
Online Access:https://ieeexplore.ieee.org/document/9129737/

Internet

https://ieeexplore.ieee.org/document/9129737/

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