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Real-Time PPG Signal Conditioning with Long Short-Term Memory (LSTM) Network for Wearable Devices

This paper presents an algorithm for real-time detection of the heart rate measured on a person’s wrist using a wearable device with a photoplethysmographic (PPG) sensor and accelerometer. The proposed algorithm consists of an appropriately trained LSTM network and the Time-Domain Heart Rate (TDHR)...

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Detalles Bibliográficos
Autor principal: Wójcikowski, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749621/
https://www.ncbi.nlm.nih.gov/pubmed/35009705
http://dx.doi.org/10.3390/s22010164