Unified quality-aware compression and pulse-respiration rates estimation framework for reducing energy consumption and false alarms of wearable PPG monitoring …

GNK Reddy, MS Manikandan, NVLN Murty… - IEEE …, 2023 - ieeexplore.ieee.org
Due to the high demands of tiny, compact, lightweight, and low-cost photoplethysmogram
(PPG) monitoring devices, these devices are resource-constrained including limited battery …

Evaluation of objective distortion measures for automatic quality assessment of processed PPG signals for real-time health monitoring devices

GNK Reddy, MS Manikandan, NVLN Murty - Ieee Access, 2022 - ieeexplore.ieee.org
Real-time photoplethysmogram (PPG) denoising and data compression has become most
essential requirements for accurately measuring vital parameters and efficient data …

Automated hilbert envelope based respiration rate measurement from PPG signal for wearable vital signs monitoring devices

GNK Reddy, MS Manikandan… - … Conference on Artificial …, 2022 - ieeexplore.ieee.org
Respiratory rate (RR) is one of the most vital signs to predict symptoms of serious illnesses
and also used as a vital indicator or significant physiological parameter for early disease …

Pulse rate variability analysis using remote photoplethysmography signals

SG Yu, SE Kim, NH Kim, KH Suh, EC Lee - Sensors, 2021 - mdpi.com
Pulse rate variability (PRV) refers to the change in the interval between pulses in the blood
volume pulse (BVP) signal acquired using photoplethysmography (PPG). PRV is an …

Experimental verification of the possibility of reducing photoplethysmography measurement time for stress index calculation

SG Lee, YD Song, EC Lee - Sensors, 2023 - mdpi.com
Stress is a direct or indirect cause of reduced work efficiency in daily life. It can damage
physical and mental health, leading to cardiovascular disease and depression. With …

Cnn based ppg signal quality assessment using raw ppg signal for energy-efficient ppg analysis devices in internet of medical things

Y Sivanjaneyulu, MS Manikandan… - … Conference on Artificial …, 2022 - ieeexplore.ieee.org
For the internet of medical things (IoMT) enabled long-term health monitoring and disease
prediction applications, there is a demand for an automatic photoplethysmogram (PPG) …

Resource-Efficient Derivative PPG-based Signal Quality Assessment Using One-Dimensional CNN with Optimal Hyperparameters for Quality-Aware PPG Analysis

Y Sivanjaneyulu, MS Manikandan, S Boppu… - IEEE …, 2024 - ieeexplore.ieee.org
Photoplethysmogram (PPG) is a bio-optical technology used heavily in wearable health
devices for monitoring vital sign parameters. Therefore, ensuring the quality of PPG signals …

Graph Signal Processing Based Classification of Noisy and Clean PPG Signals Using Machine Learning Classifiers for Intelligent Health Monitor

SP Surapaneni, MS Manikandan - 2023 15th International …, 2023 - ieeexplore.ieee.org
Photoplethysmography (PPG) signals play an important role for automatic measurement of
pulse rate, blood pressure, non-invasive blood glucose level and respiration rate. Most of …

Unified Quality-Aware Compression and Pulse-Respiration Rates Estimation Framework for Reducing Energy Consumption and False Alarms of Wearable PPG …

NKR Gangireddy, MS Manikandan, NM NVL… - 2023 - uia.brage.unit.no
Due to the high demands of tiny, compact, lightweight, and low-cost photoplethysmogram
(PPG) monitoring devices, these devices are resource-constrained including limited battery …