File(s) under permanent embargo

Reason: Under embargo until April 2022. After this date a copy can be supplied under Section 51(2) of the Australian Copyright Act 1968 by submitting a document delivery request through your library, or by emailing document.delivery@monash.edu

Analysis and Modelling of Body Movements Using Wearable Sensors: towards personalised chronic musculoskeletal pain management

thesis
posted on 19.04.2021, 23:02 by YUXIN ZHANG
Nowadays, out-of-hospital monitoring of activities of daily living is one of the most widely used telehealth applications. This research proposed a novel out-of-hospital body movement analytical framework, which was designed to detect the low-level body movements that form high-level daily activities and analyse their physiological parameters such as speed or intensity by using sensory data. The proposed deep learning algorithm allows extracting personalised information of the low-level body movements to describe how different individual performs the same high-level daily activity differently.

History

Campus location

Australia

Principal supervisor

Frada Burstein

Additional supervisor 1

Pari Delir Haghighi

Year of Award

2021

Department, School or Centre

Caulfield School of IT

Course

Doctor of Philosophy

Degree Type

DOCTORATE