Regression model-based walking speed estimation using wrist-worn inertial sensor

S Zihajehzadeh, EJ Park - PloS one, 2016 - journals.plos.org
Walking speed is widely used to study human health status. Wearable inertial measurement
units (IMU) are promising tools for the ambulatory measurement of walking speed. Among …

Hierarchical approaches to estimate energy expenditure using phone-based accelerometers

H Vathsangam, ET Schroeder… - IEEE journal of …, 2014 - ieeexplore.ieee.org
Physical inactivity is linked with increase in risk of cancer, heart disease, stroke, and
diabetes. Walking is an easily available activity to reduce sedentary time. Objective methods …

Implementing Calorie Burnt Prediction Through XGBOOST Algorithm Compared Over Random Forest Regressor

KHV Reddy, TF Fernandez - 2024 15th International …, 2024 - ieeexplore.ieee.org
This research aims to evaluate the XGBoost algorithm and the Lasso Regression approach
for their respective abilities to forecast caloric expenditure during physical activity. Tools and …

Hierarchical linear models for energy prediction using inertial sensors: a comparative study for treadmill walking

H Vathsangam, BA Emken, ET Schroeder… - Journal of ambient …, 2013 - Springer
Walking is a commonly available activity to maintain a healthy lifestyle. Accurately tracking
and measuring calories expended during walking can improve user feedback and …

Pervasive computing technologies for healthcare

M O'Grady, G O'Hare, J O'Donoghue - ACM SIGHIT Record, 2011 - dl.acm.org
Pervasive computing technologies for healthcare Page 1 Pervasive Computing
Technologies for Healthcare Michael OʼGrady, Gregory OʼHare CLARITY: Centre for …

Systems and methods for walking speed estimation

JW Park, S Zihajehzadeh - US Patent 11,092,441, 2021 - Google Patents
Abstract Systems and methods are provided for estimating a walking speed of a subject. A
method comprises mounting an inertial measurement unit (IMU) on a wrist of the subject, the …

[PDF][PDF] Dynamic estimation of human energy expenditure with wearable sensors

G Williams - 2017 - dro.deakin.edu.au
This study investigated energy expenditure estimation using inertial measurement units,
electromyography and O2 Gas Mask sensors whilst undergoing motion. Further …

Wearable sensor system for human localization and motion capture

S Zihajehzadeh - 2017 - summit.sfu.ca
Recent advances in MEMS wearable inertial/magnetic sensors and mobile computing have
fostered a dramatic growth of interest for ambulatory human motion capture (MoCap) …

[PDF][PDF] Human bio-kinematic parameter estimation using inertial sensors.

S Maddumage - 2016 - dro.deakin.edu.au
This thesis focuses on accurately capturing bio-kinematic parameters for physical tele-
rehabilitation using measurements from inertial sensors. Contributions are: accurately …