Human activity recognition using inertial, physiological and environmental sensors: A comprehensive survey
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 …
especially due to the spread of electronic devices such as smartphones, smartwatches and …
Sensors of smart devices in the internet of everything (IoE) era: big opportunities and massive doubts
Smart device industry allows developers and designers to embed different sensors,
processors, and memories in small‐size electronic devices. Sensors are added to enhance …
processors, and memories in small‐size electronic devices. Sensors are added to enhance …
New sensor data structuring for deeper feature extraction in human activity recognition
TT Alemayoh, JH Lee, S Okamoto - Sensors, 2021 - mdpi.com
For the effective application of thriving human-assistive technologies in healthcare services
and human–robot collaborative tasks, computing devices must be aware of human …
and human–robot collaborative tasks, computing devices must be aware of human …
Sensitive integration of multilevel optimization model in human activity recognition for smartphone and smartwatch applications
S Al-Janabi, AH Salman - Big data mining and analytics, 2021 - ieeexplore.ieee.org
This study proposes an intelligent data analysis model for finding optimal patterns in human
activities on the basis of biometric features obtained from four sensors installed on …
activities on the basis of biometric features obtained from four sensors installed on …
Real-time activity monitoring with a wristband and a smartphone
B Cvetković, R Szeklicki, V Janko, P Lutomski… - Information …, 2018 - Elsevier
Activity monitoring is a very important task in lifestyle and health domains where physical
activity of a person plays an important role in further reasoning or for providing personalized …
activity of a person plays an important role in further reasoning or for providing personalized …
Opportunistic sensing for inferring in-the-wild human contexts based on activity pattern recognition using smart computing
M Ehatisham-ul-Haq, MA Azam - Future Generation Computer Systems, 2020 - Elsevier
In recent years, with the evolution of internet-of-things and smart sensing technologies,
sensor-based physical activity recognition has gained substantial prominence, and …
sensor-based physical activity recognition has gained substantial prominence, and …
Daily living activity recognition in-the-wild: Modeling and inferring activity-aware human contexts
Advancement in smart sensing and computing technologies has provided a dynamic
opportunity to develop intelligent systems for human activity monitoring and thus assisted …
opportunity to develop intelligent systems for human activity monitoring and thus assisted …
C2FHAR: Coarse-to-fine human activity recognition with behavioral context modeling using smart inertial sensors
Smart sensing devices are furnished with an array of sensors, including locomotion sensors,
which enable continuous and passive monitoring of human activities for the ambient …
which enable continuous and passive monitoring of human activities for the ambient …
Continuous user authentication using smartwatch motion sensor data
Smartwatches, which contain an accelerometer and gyroscope, have recently been used to
implement gait/activity-based biometrics. However, many research questions have not been …
implement gait/activity-based biometrics. However, many research questions have not been …
[PDF][PDF] Human activity recognition using smartwatch and smartphone: A review on methods, applications, and challenges
Abstract Recently, Human Activity Recognition (HAR) has been a popular research field due
to wide spread of sensor devices. Embedded sensors in smartwatch and smartphone …
to wide spread of sensor devices. Embedded sensors in smartwatch and smartphone …