Classifier-based data transmission reduction in wearable sensor network for human activity monitoring
The recent development of wireless wearable sensor networks offers a spectrum of new
applications in fields of healthcare, medicine, activity monitoring, sport, safety, human …
applications in fields of healthcare, medicine, activity monitoring, sport, safety, human …
An adaptive algorithm to improve energy efficiency in wearable activity recognition systems
H Rezaie, M Ghassemian - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
Activity recognition systems are used in rehabilitation centres to monitor activity of daily
living in order to assess daily functional status of elderly. A low-cost, non-invasive, and …
living in order to assess daily functional status of elderly. A low-cost, non-invasive, and …
Energy-efficient architecture for wearable sensor networks
T Rault, A Bouabdallah, Y Challal… - 2014 IFIP Wireless Days …, 2014 - ieeexplore.ieee.org
Human activity recognition from on-body sensor networks is a challenging task for many
healthcare applications because it offers continuous monitoring capability. However, these …
healthcare applications because it offers continuous monitoring capability. However, these …
Energy-aware activity classification using wearable sensor networks
This paper presents implementation details, system characterization, and the performance of
a wearable sensor network that was designed for human activity analysis. Specific machine …
a wearable sensor network that was designed for human activity analysis. Specific machine …
Wearable networked sensing for human mobility and activity analytics: A systems study
This paper presents implementation details, system characterization, and the performance of
a wearable sensor network that was designed for human activity analysis. Specific machine …
a wearable sensor network that was designed for human activity analysis. Specific machine …
[PDF][PDF] Optimal recognition method of human activities using artificial neural networks
The aim of this research is an exhaustive analysis of the various factors that may influence
the recognition rate of the human activity using wearable sensors data. We made a total of …
the recognition rate of the human activity using wearable sensors data. We made a total of …
Body sensor networks for human activity recognition
G Chetty, M White - 2016 3rd International Conference on …, 2016 - ieeexplore.ieee.org
Body Sensor Networks aim to capture the state of the user and its environment by utilizing
from information heterogeneous sensors, and allow continuous monitoring of numerous …
from information heterogeneous sensors, and allow continuous monitoring of numerous …
Human Activity Recognition by Wearable Sensors: Comparison of different classifiers for real-time applications
G De Leonardis, S Rosati, G Balestra… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
In recent years, there is a growing interest in Human Activity Recognition (HAR) systems
applied in healthcare. A HAR system is essentially made of a wearable device equipped …
applied in healthcare. A HAR system is essentially made of a wearable device equipped …
Implementation study of wearable sensors for activity recognition systems
H Rezaie, M Ghassemian - Healthcare technology letters, 2015 - Wiley Online Library
This Letter investigates and reports on a number of activity recognition methods for a
wearable sensor system. The authors apply three methods for data transmission, namely …
wearable sensor system. The authors apply three methods for data transmission, namely …
Evaluation of random forest for complex human activity recognition using wearable sensors
The recognition of human activities plays a central role in bridging the gap between the raw
sensor signals and high-level pervasive applications. However, the complex nature of …
sensor signals and high-level pervasive applications. However, the complex nature of …