[HTML][HTML] Human activity recognition using inertial sensors in a smartphone: An overview

W Sousa Lima, E Souto, K El-Khatib, R Jalali, J Gama - Sensors, 2019 - mdpi.com
The ubiquity of smartphones and the growth of computing resources, such as connectivity,
processing, portability, and power of sensing, have greatly changed people's lives. Today …

A survey of online activity recognition using mobile phones

M Shoaib, S Bosch, OD Incel, H Scholten… - Sensors, 2015 - mdpi.com
Physical activity recognition using embedded sensors has enabled many context-aware
applications in different areas, such as healthcare. Initially, one or more dedicated wearable …

Assessment of human activity recognition based on impact of feature extraction prediction accuracy

P William, GR Lanke, D Bordoloi… - 2023 4th …, 2023 - ieeexplore.ieee.org
Recognition of human activities by analyzing smartphone data which is being collected via
accelerometer and gyroscopic sensors has been a critical area of research and it has been …

[HTML][HTML] Fusion of smartphone motion sensors for physical activity recognition

M Shoaib, S Bosch, OD Incel, H Scholten… - Sensors, 2014 - mdpi.com
For physical activity recognition, smartphone sensors, such as an accelerometer and a
gyroscope, are being utilized in many research studies. So far, particularly, the …

On-body localization of wearable devices: An investigation of position-aware activity recognition

T Sztyler, H Stuckenschmidt - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
Human activity recognition using mobile device sensors is an active area of research in
pervasive computing. In our work, we aim at implementing activity recognition approaches …

Activity recognition with smartphone sensors

X Su, H Tong, P Ji - Tsinghua science and technology, 2014 - ieeexplore.ieee.org
The ubiquity of smartphones together with their ever-growing computing, networking, and
sensing powers have been changing the landscape of people's daily life. Among others …

Smartphone-based construction workers' activity recognition and classification

R Akhavian, AH Behzadan - Automation in Construction, 2016 - Elsevier
Understanding the state, behavior, and surrounding context of construction workers is
essential to effective project management and control. Exploiting the integrated sensors of …

[HTML][HTML] Examining sensor-based physical activity recognition and monitoring for healthcare using Internet of Things: A systematic review

J Qi, P Yang, A Waraich, Z Deng, Y Zhao… - Journal of biomedical …, 2018 - Elsevier
Due to importantly beneficial effects on physical and mental health and strong association
with many rehabilitation programs, Physical Activity Recognition and Monitoring (PARM) …

Deconstructing gamification: evaluating the effectiveness of continuous measurement, virtual rewards, and social comparison for promoting physical activity

O Zuckerman, A Gal-Oz - Personal and ubiquitous computing, 2014 - Springer
Game design elements are often implemented in persuasive systems aimed to promote
physical activity, a process called “gamification.” Gamification is believed to motivate users …

Towards physical activity recognition using smartphone sensors

M Shoaib, H Scholten… - 2013 IEEE 10th …, 2013 - ieeexplore.ieee.org
In recent years, the use of a smartphone accelerometer in physical activity recognition has
been well studied. However, the role of a gyroscope and a magnetometer is yet to be …