Non-invasive techniques for monitoring different aspects of sleep: A comprehensive review

Z Hussain, QZ Sheng, WE Zhang, J Ortiz… - ACM Transactions on …, 2022 - dl.acm.org
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 …

Sleep posture recognition based on machine learning: A systematic review

X Li, Y Gong, X Jin, P Shang - Pervasive and Mobile Computing, 2023 - Elsevier
Background: In recent years, the application of artificial intelligence in the field of sleep
medicine has rapidly emerged. One of the main concerns of many researchers is the …

Artificial neural network for in-bed posture classification using bed-sheet pressure sensors

G Matar, JM Lina, G Kaddoum - IEEE journal of biomedical and …, 2019 - ieeexplore.ieee.org
Pressure ulcer prevention is a vital procedure for patients undergoing long-term
hospitalization. A human body lying posture (HBLP) monitoring system is essential to …

The state-of-the-art sensing techniques in human activity recognition: A survey

S Bian, M Liu, B Zhou, P Lukowicz - Sensors, 2022 - mdpi.com
Human activity recognition (HAR) has become an intensive research topic in the past
decade because of the pervasive user scenarios and the overwhelming development of …

CNN-based smart sleep posture recognition system

K Tang, A Kumar, M Nadeem, I Maaz - IoT, 2021 - mdpi.com
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 …

In-bed posture classification using deep neural network

L Stern, A Roshan Fekr - Sensors, 2023 - mdpi.com
In-bed posture monitoring has become a prevalent area of research to help minimize the risk
of pressure sore development and to increase sleep quality. This paper proposed 2D and …

Human posture recognition using a hybrid of fuzzy logic and machine learning approaches

W Ren, O Ma, H Ji, X Liu - IEEE Access, 2020 - ieeexplore.ieee.org
An autonomous assistive robot needs to recognize the body-limb posture of the person
being assisted while he/she is lying in a bed to provide care services such as helping …

Transferable self-supervised instance learning for sleep recognition

A Zhao, Y Wang, J Li - IEEE Transactions on Multimedia, 2022 - ieeexplore.ieee.org
Although the importance of sleep is increasingly recognized, the lack of general and
transferable algorithms hinders scalable sleep assessment in healthy persons and those …

Computational sleep behavior analysis: A survey

S Fallmann, L Chen - IEEE Access, 2019 - ieeexplore.ieee.org
Sleep is a key marker of health, as it can either be a cause or a consequence. It is
traditionally studied in clinical environments using dedicated medical devices. Recent …

Smart-sleeve: A wearable textile pressure sensor array for human activity recognition

G Xu, Q Wan, W Deng, T Guo, J Cheng - Sensors, 2022 - mdpi.com
Human activity recognition is becoming increasingly important. As contact with oneself and
the environment accompanies almost all human activities, a Smart-Sleeve, made of soft and …