Deep bidirectional GRU network for human activity recognition using wearable inertial sensors

S Zhao, H Wei, K Zhang - 2022 3rd International Conference on …, 2022 - ieeexplore.ieee.org
Human activity recognition (HAR) has a wide range of applications in medical care, elderly
care and so on. Due to the development of wearable sensor technology, HAR based on …

Improving the Performance of Open-Set Classification in Human Activity Recognition by Applying a Residual Neural Network Architecture

DR Gonzalez - 2022 - search.proquest.com
A novel technique using deep learning methods and residual neural networks is introduced
in this research to address the open-set classification problem in the field of Human Activity …

Towards a smart fall detection system using wearable sensors

I Putra - 2022 - figshare.mq.edu.au
A fall-detection system is employed in order to monitor an older person or infirm patient and
alert their carer when a fall occurs. Some studies use wearable-sensor technologies to …