A novel dimensionality reduction approach for ECG signal via convolutional denoising autoencoder with LSTM

•Compressing the signal before transmission can reduce the signal transmission cost in wearable technology.•Reduced transmission time can increase the battery power of wearables.•Lightweight algorithm may sparingly use the energy of resource constrained devices.•Transmitting compressed signal may pr...

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Veröffentlicht in:	Biomedical signal processing and control Jg. 63; S. 102225
Hauptverfasser:	Dasan, Evangelin, Panneerselvam, Ithayarani
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.01.2021
Schlagworte:	Convolutional denoising autoencoder Electrocardiogram Energy efficiency Long short-term memory Signal compression Wearable device Long short-term memory Signal compression Wearable device Energy efficiency Convolutional denoising autoencoder Electrocardiogram
ISSN:	1746-8094, 1746-8108
Online-Zugang:	Volltext
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