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 …

Human activity recognition using inertial, physiological and environmental sensors: A comprehensive survey

F Demrozi, G Pravadelli, A Bihorac, P Rashidi - IEEE access, 2020 - ieeexplore.ieee.org
In the last decade, Human Activity Recognition (HAR) has become a vibrant research area,
especially due to the spread of electronic devices such as smartphones, smartwatches and …

Physical activity recognition by smartphones, a survey

J Morales, D Akopian - Biocybernetics and Biomedical Engineering, 2017 - Elsevier
Human activity recognition (HAR) from wearable motion sensor data is a promising research
field due to its applications in healthcare, athletics, lifestyle monitoring, and computer …

A comparative study on human activity recognition using inertial sensors in a smartphone

A Wang, G Chen, J Yang, S Zhao… - IEEE Sensors …, 2016 - ieeexplore.ieee.org
Activity recognition plays an essential role in bridging the gap between the low-level sensor
data and the high-level applications in ambient-assisted living systems. With the aim to …

Trends in human activity recognition using smartphones

A Ferrari, D Micucci, M Mobilio… - Journal of Reliable …, 2021 - Springer
Recognizing human activities and monitoring population behavior are fundamental needs of
our society. Population security, crowd surveillance, healthcare support and living …

An overview of human activity recognition based on smartphone

G Yuan, Z Wang, F Meng, Q Yan, S Xia - Sensor Review, 2019 - emerald.com
Purpose Currently, ubiquitous smartphones embedded with various sensors provide a
convenient way to collect raw sequence data. These data bridges the gap between human …

Different approaches for human activity recognition: A survey

Z Hussain, M Sheng, WE Zhang - arXiv preprint arXiv:1906.05074, 2019 - arxiv.org
Human activity recognition has gained importance in recent years due to its applications in
various fields such as health, security and surveillance, entertainment, and intelligent …

IoT sensor-based activity recognition

MAR Ahad, AD Antar, M Ahmed - IoT Sensor-Based Activity Recognition, 2020 - Springer
The accelerometer was invented in 1783. Though the initial purpose of using accelerometer
was to validate the principles of Newtonian physics, with the advancement of the technology …

A public domain dataset for real-life human activity recognition using smartphone sensors

D Garcia-Gonzalez, D Rivero, E Fernandez-Blanco… - Sensors, 2020 - mdpi.com
In recent years, human activity recognition has become a hot topic inside the scientific
community. The reason to be under the spotlight is its direct application in multiple domains …

Are accelerometers for activity recognition a dead-end?

C Tong, SA Tailor, ND Lane - … of the 21st international workshop on …, 2020 - dl.acm.org
Accelerometer-based (and by extension other inertial sensors) research for Human Activity
Recognition (HAR) is a dead-end. This sensor does not offer enough information for us to …