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 systematic review of wearable sensors and IoT-based monitoring applications for older adults–a focus on ageing population and independent living

MM Baig, S Afifi, H GholamHosseini, F Mirza - Journal of medical systems, 2019 - Springer
This review aims to present current advancements in wearable technologies and IoT-based
applications to support independent living. The secondary aim was to investigate the …

A comparative review of footwear-based wearable systems

N Hegde, M Bries, E Sazonov - Electronics, 2016 - mdpi.com
Footwear is an integral part of daily life. Embedding sensors and electronics in footwear for
various different applications started more than two decades ago. This review article …

Automatic recognition of activities of daily living utilizing insole-based and wrist-worn wearable sensors

N Hegde, M Bries, T Swibas… - IEEE journal of …, 2017 - ieeexplore.ieee.org
Automatic recognition of activities of daily living (ADL) is an important component in
understanding of energy balance, quality of life, and other areas of health and well-being. In …

A footwear-based methodology for fall detection

L Montanini, A Del Campo, D Perla… - IEEE Sensors …, 2017 - ieeexplore.ieee.org
Automatic fall detection is an active research area since several years. Basically, this is
motivated by the impact that falls have, in terms of mortality, morbidity, and social costs …

Data transmission efficiency in bluetooth low energy versions

P Bulić, G Kojek, A Biasizzo - Sensors, 2019 - mdpi.com
One important aspect when choosing a Bluetooth Low Energy (BLE) solution is to analyze
its energy consumption for various connection parameters and desired throughput to build …

[HTML][HTML] Falls detection and prevention systems in home care for older adults: myth or reality?

M Pech, H Sauzeon, T Yebda, J Benois-Pineau… - JMIR aging, 2021 - aging.jmir.org
There is an exponential increase in the range of digital products and devices promoting
aging in place, in particular, devices aiming at preventing or detecting falls. However, their …

The pediatric SmartShoe: wearable sensor system for ambulatory monitoring of physical activity and gait

N Hegde, T Zhang, G Uswatte, E Taub… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Cerebral palsy (CP) is a group of nonprogressive neuro-developmental conditions occurring
in early childhood that causes movement disorders and physical disability. Measuring …

Posture and activity recognition and energy expenditure estimation in a wearable platform

E Sazonov, N Hegde, RC Browning… - IEEE journal of …, 2015 - ieeexplore.ieee.org
The use of wearable sensors coupled with the processing power of mobile phones may be
an attractive way to provide real-time feedback about physical activity and energy …

Assessment of a smart sensing shoe for gait phase detection in level walking

N Carbonaro, F Lorussi, A Tognetti - Electronics, 2016 - mdpi.com
Gait analysis and more specifically ambulatory monitoring of temporal and spatial gait
parameters may open relevant fields of applications in activity tracking, sports and also in …