[PDF][PDF] An Efficient Motion and Noise Artifacts Removal Method using GAIT and Machine Learning Model

S Pushpalatha, S Math - researchgate.net
obtaining an exact measurement of oxygen saturation (SpO2) using a finger-probe based
pulse oximeter is dependent on both artifact-free infrared (IR) and red (R) …

Mitigation of Motion Artifacts in Pulse Oximetry through Redundant Sensors

L Alkhoury, JW Choi, C Wang… - 2022 Signal …, 2022 - ieeexplore.ieee.org
Photoplethysmography (PPG) signals are used in pulse oximetry to calculate peripheral
capillary oxygen saturation (SpO_2) levels. It is well known that the accuracy of the …

Reduction of periodic motion artifacts in photoplethysmography

RW Wijshoff, M Mischi, RM Aarts - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Periodic motion artifacts affect photoplethysmography (PPG) signals in activities of daily
living (ADL), cardiopulmonary exercise testing (CPX), and cardiopulmonary resuscitation …

A motion-tolerant adaptive algorithm for wearable photoplethysmographic biosensors

R Yousefi, M Nourani, S Ostadabbas… - IEEE journal of …, 2013 - ieeexplore.ieee.org
The performance of portable and wearable biosensors is highly influenced by motion
artifact. In this paper, a novel real-time adaptive algorithm is proposed for accurate motion …

OxiTidy: motion artifact detection-reduction in photoplethysmographic signals using artificial neural networks

CS Lima - 2022 - repositorio.ufscar.br
Nowadays, technological evolution has allowed advances in several areas, especially in
healthcare. Digital transformation in health has brought benefits to both professionals and …

Photoplethysmograph signal reconstruction based on a novel motion artifact detection-reduction approach. Part II: Motion and noise artifact removal

SMA Salehizadeh, DK Dao, JW Chong… - Annals of biomedical …, 2014 - Springer
We introduce a new method to reconstruct motion and noise artifact (MNA) contaminated
photoplethysmogram (PPG) data. A method to detect MNA corrupted data is provided in a …

Evaluation of key design parameters for mitigating motion artefact in the mobile reflectance PPG signal to improve estimation of arterial oxygenation

RS Kasbekar, Y Mendelson - Physiological measurement, 2018 - iopscience.iop.org
Objective: Pulse oximetry, a widely accepted method for non-invasive estimation of arterial
oxygen saturation (SpO 2) and pulse rate (PR), is increasingly being adapted for mobile …

Motion artefact reduction of the photoplethysmographic signal in pulse transit time measurement

JYA Foo, SJ Wilson, GR Williams, M Harris… - Australasian Physics & …, 2004 - Springer
Motion artefact is a common occurrence that contaminates photoplethysmographic (PPG)
measurements. To extract timing information from signals during artefact is challenging. PPG …

Two-stage approach for detection and reduction of motion artifacts in photoplethysmographic data

R Krishnan, B Natarajan… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Corruption of photopleythysmograms (PPGs) by motion artifacts has been a serious obstacle
to the reliable use of pulse oximeters for real-time, continuous state-of-health monitoring. In …

Utilization of adaptive-coefficient estimation method for Motion artifacts reduction from photoplethysmographic signals

MR Ram, K Sivani, KA Reddy - 2016 International Conference …, 2016 - ieeexplore.ieee.org
Modern pulse oximeters are employed in critical care units to measure the vital medical
parameters like heart rate and blood oxygen saturation levels. These devices work by …