Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges
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 …
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 …
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 …
fundamentally change biomedical research and treatment monitoring in neurological …
Wearable inertial sensors for human movement analysis
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 …
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 …
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 …
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 …
has increased in recent years for clinicians and researchers alike. The benefits of using …
Sensor positioning for activity recognition using wearable accelerometers
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 …
profiles of the general population over time, particularly for the elderly and patients with …
ISway: a sensitive, valid and reliable measure of postural control
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 …
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 …
chronic illnesses and obesity, requires adaption and modification of current healthcare …