Estimation of energy expenditure by heart rate. Application to apple working days.

Automatic Heart Rate Normalization for Accurate Energy Expenditure Estimation

An Energy Expenditure Estimation Method Based on Heart Rate Measurement

TABLE OF CONTENTS THE HEART RATE BASED ENERGY EXPENDITURE ESTIMATION METHOD AT GLANCE....................................................................................

The Heart Rate Based Energy Expenditure Estimation Method at Glance

• The described energy expenditure (EE) estimation method is based on a well-known relationship between cardiorespiratory function and measured energy expenditure. • The accuracy of the described heart beat based EE-estimation method is substantially better than the accuracy of traditional heart rate level based estimation. • Increased accuracy is due to methods ability to utilize information o...

Energy Expenditure Estimation DEMO Application

The paper presents two prototypes for the estimation of human energy expenditure during normal daily activities and exercise. The first prototype employs two dedicated inertial sensors attached to the user’s chest and thigh and a heart rate monitor. The second prototype uses only the accelerometer embedded in a smart phone carried in the user’s pocket. Both systems use machine learning for the ...

Automatic heart rate normalization for accurate energy expenditure estimation. An analysis of activities of daily living and heart rate features.

INTRODUCTION This article is part of the focus theme of Methods of Information in Medicine on "Pervasive Intelligent Technologies for Health". BACKGROUND Energy Expenditure (EE) estimation algorithms using Heart Rate (HR) or a combination of accelerometer and HR data suffer from large error due to inter-person differences in the relation between HR and EE. We recently introduced a methodology...