StressFoot: Uncovering the Potential of the Foot for Acute Stress Sensing in Sitting Posture.

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Title

StressFoot: Uncovering the Potential of the Foot for Acute Stress Sensing in Sitting Posture.

Content partner

The University of Auckland Library

Collection

ResearchSpace@Auckland

Description

Stress is a naturally occurring psychological response and identifiable by several body signs. We propose a novel way to discriminate acute stress and relaxation, using movement and posture characteristics of the foot. Based on data collected from 23 participants performing tasks that induced stress and relaxation, we developed several machine learning models to construct the validity of our method. We tested our models in another study with 11 additional participants. The results demonstrate...

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Format

Research paper

Research format

Journal article

Date created

2020-5-19

Creator

Elvitigala, Don Samitha / Matthies, Denys JC / Nanayakkara, Suranga

URL

https://hdl.handle.net/2292/54713

Related subjects

center of pressure / smart insoles / smart shoes / stress / stress sensing / unobtrusive sensing / Science & Technology / Physical Sciences / Technology / Chemistry, Analytical / Engineering, Electrical & Electronic / Instruments & Instrumentation / Chemistry / Engineering / HEART-RATE-VARIABILITY / MUSCLE-ACTIVITY / EXPRESSION / NONCONTACT / PRESSURE / BODY / 1701 Psychology / Behavioral and Social Science / Clinical Research / 0301 Analytical Chemistry / 0805 Distributed Computing / 0906 Electrical and Electronic Engineering / 0502 Environmental Science and Management / 0602 Ecology

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