Improving inertial sensor-based activity recognition in neurological populations

Y Celik, MF Aslan, K Sabanci, S Stuart, WL Woo… - Sensors, 2022 - mdpi.com
Inertial sensor-based human activity recognition (HAR) has a range of healthcare
applications as it can indicate the overall health status or functional capabilities of people …

Smoking recognition with smartwatch sensors in different postures and impact of user's height

S Agac, M Shoaib… - Journal of Ambient …, 2020 - content.iospress.com
Currently, smartwatches are mainly used as an extension of smartphones. However,
equipped with various motion sensors, they are also effective devices for human activity …

Temporal learning using echo state network for human activity recognition

S Basterrech, VK Ojha - 2016 Third European network …, 2016 - ieeexplore.ieee.org
Several works have been applied non-temporal classification techniques in the Human
Activity Recognition area. Instead of that, we present an approach for modelling the human …