Monitoring real-time personal locomotion behaviors over smart indoor-outdoor environments via body-worn sensors

M Gochoo, SBUD Tahir, A Jalal, K Kim - IEEE Access, 2021 - ieeexplore.ieee.org
The monitoring of human physical activities using wearable sensors, such as inertial-based
sensors, plays a significant role in various current and potential applications. These …

An Activity Recognition Framework Deploying the Random Forest Classifier and A Single Optical Heart Rate Monitoring and Triaxial Accelerometer Wrist-Band

S Mehrang, J Pietilä, I Korhonen - Sensors, 2018 - mdpi.com
Wrist-worn sensors have better compliance for activity monitoring compared to hip, waist,
ankle or chest positions. However, wrist-worn activity monitoring is challenging due to the …

Body-worn hybrid-sensors based motion patterns detection via bag-of-features and Fuzzy logic optimization

M Javeed, A Jalal - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Detecting the motion patterns of workers is of significance in differentiating the human's
working capabilities among several personnel's. Similarly, encouraging the key role in …

Stochastic recognition of physical activity and healthcare using tri-axial inertial wearable sensors

A Jalal, M Batool, K Kim - Applied Sciences, 2020 - mdpi.com
Featured Application The proposed technique is an application of physical activity detection,
analyzing three challenging benchmark datasets. It can be applied in sports assistance …

Biosensor-driven IoT wearables for accurate body motion tracking and localization

NA Almujally, D Khan, N Al Mudawi, M Alonazi… - Sensors, 2024 - mdpi.com
The domain of human locomotion identification through smartphone sensors is witnessing
rapid expansion within the realm of research. This domain boasts significant potential across …

Complex human activity recognition using smartphone and wrist-worn motion sensors

M Shoaib, S Bosch, OD Incel, H Scholten… - Sensors, 2016 - mdpi.com
The position of on-body motion sensors plays an important role in human activity
recognition. Most often, mobile phone sensors at the trouser pocket or an equivalent position …

Online human movement classification using wrist-worn wireless sensors

P Sarcevic, Z Kincses, S Pletl - Journal of Ambient Intelligence and …, 2019 - Springer
The monitoring and analysis of human motion can provide valuable information for various
applications. This work gives a comprehensive overview about existing methods, and a …

Recognizing human activity in free-living using multiple body-worn accelerometers

E Fullerton, B Heller… - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
Recognizing human activity is very useful for an investigator about a patient's behavior and
can aid in prescribing activity in future recommendations. The use of body worn …

HuMAn: Complex activity recognition with multi-modal multi-positional body sensing

P Bharti, D De, S Chellappan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Current state-of-the-art systems in the literature using wearables are not capable of
distinguishing a large number of fine-grained and/or complex human activities, which may …

The mobile sensing platform: An embedded activity recognition system

T Choudhury, G Borriello, S Consolvo… - IEEE Pervasive …, 2008 - ieeexplore.ieee.org
Activity-aware systems have inspired novel user interfaces and new applications in smart
environments, surveillance, emergency response, and military missions. Systems that …