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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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Hovedforfatter: Marek Wójcikowski
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-12-01
Serier:Sensors
Fag:
heart rate
photoplethysmography
PPG
time domain
wearable device
Online adgang:https://www.mdpi.com/1424-8220/22/1/164
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