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Dynamic estimation of human energy expenditure with wearable sensors

by Gareth Williams

Institution: Deakin University
Year: 2017
Keywords: human movement; exercise; energy metabolism; Electromyography
Posted: 02/01/2018
Record ID: 2151785
Full text PDF: http://hdl.handle.net/10536/DRO/DU:30103527


Abstract

This study investigated energy expenditure estimation using inertial measurement units, electromyography and O2 Gas Mask sensors whilst undergoing motion. Further investigations included the precision measurement of IMUs in order to achieve extremely accurate energy estimation calculations using an experimental Dual-Kalman Filter and limb length estimation using entropy based methods . Advisors/Committee Members: Pubudu, Pathirana.

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