In this paper, we propose a high accuracy method using motion decision, singular spectrum analysis (SSA) and spectral peak searching for daily HR estimation.

Abstract— Heart rate (HR) monitoring is necessary for daily healthcare. Wrist-type photoplethsmography (PPG) is a convenient and non-invasive technique for ...

The proposed method was tested on PPG recordings from 10 subjects who were fast running at the peak speed of 15km/hour. The results showed that the averaged ...

This work uses bandpass filtering, singular spectrum analysis, and temporal difference operation to partially remove motion artifacts and sparsify PPG ...

The HR estimated from Troika method used singular spectrum analysis, a signal decomposition technique for de-noising, sparsity based spectrum estimation for HR ...

Abstract—This paper considers the problem of casual heart rate tracking during intensive physical exercise using simultaneous 2.

1. Heart rate monitoring from wrist-type PPG based on singular spectrum analysis with motion decision. · 2. Heart Rate monitoring during physical exercise using ...

Abstract—This paper considers the problem of heart rate tracking during intensive physical exercise using simultaneous 2 channel photoplethysmographic (PPG) ...

PDF | This paper considers the problem of heart rate tracking during intensive physical exercise using simultaneous 2 channel photoplethysmographic.

This framework is of great values to wearable devices such as smart-watches which use PPG signals to monitor heart rate for fitness. Index Terms:.