Quality sleep is very important for a healthy life. Nowadays, many people around the world
are not getting enough sleep, which has negative impacts on their lifestyles. Studies are …

Abstract The current SARS-CoV-2, better know as COVID-19, has emerged as a serious
pandemic with life-threatening clinical manifestations and a high mortality rate. One of the …

The analysis of biomedical signals is a very challenging task. This review paper is focused
on the presentation of various methods where biomedical data, in particular vital signs …

Sleep pattern and posture recognition have become of great interest for a diverse range of
clinical applications. Autonomous and constant monitoring of sleep postures provides useful …

Deep learning models developed for time-series associated tasks have become more
widely researched nowadays. However, due to the unintuitive nature of time-series data, the …

Seeking continuous development, a modern community must also be able to adapt to future
possible challenges using constrained or limited resources. As a revolutionary …

Pedestrian counting has attracted much interest of the academic and industry communities
for its widespread application in many real-world scenarios. While many recent studies have …

Current sensor technologies enable the passive and continuous monitoring of human
behaviors as well as infrastructures to ensure personal safety and assess individual health …

In automated sleep monitoring systems, bed occupancy detection is the foundation or the
first step before other downstream tasks, such as inferring sleep activities and vital signs …

In this paper, a bed-mounted vibration sensor-based system is proposed to monitor vital
parameters during sleep, including heartbeat rate (HR) and respiratory rate (RR), body …