Sensors and functionalities of non-invasive wrist-wearable devices: A review

A Kamišalić, I Fister Jr, M Turkanović, S Karakatič - Sensors, 2018 - mdpi.com
Wearable devices have recently received considerable interest due to their great promise for
a plethora of applications. Increased research efforts are oriented towards a non-invasive …

Wearable training-monitoring technology: applications, challenges, and opportunities

M Cardinale, MC Varley - International journal of sports …, 2017 - journals.humankinetics.com
The need to quantify aspects of training to improve training prescription has been the holy
grail of sport scientists and coaches for many years. Recently, there has been an increase in …

Motion artifact removal techniques for wearable EEG and PPG sensor systems

D Seok, S Lee, M Kim, J Cho, C Kim - Frontiers in Electronics, 2021 - frontiersin.org
Removal of motion artifacts is a critical challenge, especially in wearable
electroencephalography (EEG) and photoplethysmography (PPG) devices that are exposed …

Heart rate tracking using wrist-type photoplethysmographic (PPG) signals during physical exercise with simultaneous accelerometry

MB Mashhadi, E Asadi, M Eskandari… - IEEE Signal …, 2015 - ieeexplore.ieee.org
This letter considers the problem of casual heart rate tracking during intensive physical
exercise using simultaneous 2 channel photoplethysmographic (PPG) and 3 dimensional …

Description of a database containing wrist PPG signals recorded during physical exercise with both accelerometer and gyroscope measures of motion

D Jarchi, AJ Casson - Data, 2016 - mdpi.com
Wearable heart rate sensors such as those found in smartwatches are commonly based
upon Photoplethysmography (PPG) which shines a light into the wrist and measures the …

Towards photoplethysmography-based estimation of instantaneous heart rate during physical activity

D Jarchi, AJ Casson - IEEE Transactions on Biomedical …, 2017 - ieeexplore.ieee.org
Objective: Recently numerous methods have been proposed for estimating average heart
rate using photoplethysmography (PPG) during physical activity, overcoming the significant …

Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals

T Schäck, M Muma, AM Zoubir - 2017 25th European Signal …, 2017 - ieeexplore.ieee.org
Wearable devices that acquire photoplethysmographic (PPG) signals are becoming
increasingly popular to monitor the heart rate during physical exercise. However, high …

Is continuous heart rate monitoring of livestock a dream or is it realistic? A review

L Nie, D Berckmans, C Wang, B Li - Sensors, 2020 - mdpi.com
For all homoeothermic living organisms, heart rate (HR) is a core variable to control the
metabolic energy production in the body, which is crucial to realize essential bodily …

A robust random forest-based approach for heart rate monitoring using photoplethysmography signal contaminated by intense motion artifacts

Y Ye, W He, Y Cheng, W Huang, Z Zhang - Sensors, 2017 - mdpi.com
The estimation of heart rate (HR) based on wearable devices is of interest in fitness.
Photoplethysmography (PPG) is a promising approach to estimate HR due to low cost; …

Heart rate estimation of PPG signals with simultaneous accelerometry using adaptive neural network filtering

S Puranik, AW Morales - IEEE Transactions on Consumer …, 2019 - ieeexplore.ieee.org
Motion artifacts (MA) are potent sources of noise in wearable photoplethysmography (PPG)
signals and can impact the estimation of heart rate (HR) of an individual. In this paper, a …