Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges

S Qiu, H Zhao, N Jiang, Z Wang, L Liu, Y An, H Zhao… - Information …, 2022 - Elsevier
This paper firstly introduces common wearable sensors, smart wearable devices and the key
application areas. Since multi-sensor is defined by the presence of more than one model or …

A review of accelerometry-based wearable motion detectors for physical activity monitoring

CC Yang, YL Hsu - Sensors, 2010 - mdpi.com
Characteristics of physical activity are indicative of one's mobility level, latent chronic
diseases and aging process. Accelerometers have been widely accepted as useful and …

Evaluation of smartphone‐based testing to generate exploratory outcome measures in a phase 1 Parkinson's disease clinical trial

F Lipsmeier, KI Taylor, T Kilchenmann… - Movement …, 2018 - Wiley Online Library
Background: Ubiquitous digital technologies such as smartphone sensors promise to
fundamentally change biomedical research and treatment monitoring in neurological …

Wearable inertial sensors for human movement analysis

M Iosa, P Picerno, S Paolucci… - Expert review of medical …, 2016 - Taylor & Francis
Introduction: The present review aims to provide an overview of the most common uses of
wearable inertial sensors in the field of clinical human movement analysis. Areas covered …

[HTML][HTML] Activity recognition using a single accelerometer placed at the wrist or ankle

A Mannini, SS Intille, M Rosenberger… - Medicine and science …, 2013 - ncbi.nlm.nih.gov
PURPOSE Large physical activity surveillance projects such as the UK Biobank and
NHANES are using wrist-worn accelerometer-based activity monitors that collect raw data …

Accelerometry: providing an integrated, practical method for long-term, ambulatory monitoring of human movement

MJ Mathie, ACF Coster, NH Lovell… - Physiological …, 2004 - iopscience.iop.org
Accelerometry offers a practical and low cost method of objectively monitoring human
movements, and has particular applicability to the monitoring of free-living subjects …

Accelerometry: a technique for quantifying movement patterns during walking

JJ Kavanagh, HB Menz - Gait & posture, 2008 - Elsevier
The popularity of using accelerometer-based systems to quantify human movement patterns
has increased in recent years for clinicians and researchers alike. The benefits of using …

Sensor positioning for activity recognition using wearable accelerometers

L Atallah, B Lo, R King, GZ Yang - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Activities of daily living are important for assessing changes in physical and behavioral
profiles of the general population over time, particularly for the elderly and patients with …

ISway: a sensitive, valid and reliable measure of postural control

M Mancini, A Salarian, P Carlson-Kuhta… - … of neuroengineering and …, 2012 - Springer
Background Clinicians need a practical, objective test of postural control that is sensitive to
mild neurological disease, shows experimental and clinical validity, and has good test-retest …

Sensors-based wearable systems for monitoring of human movement and falls

T Shany, SJ Redmond, MR Narayanan… - IEEE Sensors …, 2011 - ieeexplore.ieee.org
The rapid aging of the world's population, along with an increase in the prevalence of
chronic illnesses and obesity, requires adaption and modification of current healthcare …