Ambient sensors for elderly care and independent living: a survey

MZ Uddin, W Khaksar, J Torresen - Sensors, 2018 - mdpi.com
Elderly care at home is a matter of great concern if the elderly live alone, since unforeseen
circumstances might occur that affect their well-being. Technologies that assist the elderly in …

Sleep apnea detection from single-lead ECG: A comprehensive analysis of machine learning and deep learning algorithms

M Bahrami, M Forouzanfar - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Sleep apnea is a common sleep breathing disorder (SBD) in which patients suffer from
stop** or decreasing airflow to the lungs for more than 10 sec. Accurate detection of sleep …

Systematic literature review regarding heart rate and respiratory rate measurement by means of radar technology

M Liebetruth, K Kehe, D Steinritz, S Sammito - Sensors, 2024 - mdpi.com
The use of radar technology for non-contact measurement of vital parameters is increasingly
being examined in scientific studies. Based on a systematic literature search in the PubMed …

Contactless fall detection using time-frequency analysis and convolutional neural networks

H Sadreazami, M Bolic, S Rajan - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Automatic detection of a falling person based on noncontact sensing is a challenging
problem with applications in smart homes for elderly care. In this article, we propose a radar …

Doppler vital signs detection in the presence of large-scale random body movements

Q Lv, L Chen, K An, J Wang, H Li, D Ye… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Noncontact detection of human vital signs based on miniaturized Doppler radar systems
(DRSs) can be widely used in healthcare and biomedical applications. Although significant …

Wi-MoID: Human and nonhuman motion discrimination using WiFi with edge computing

G Zhu, Y Hu, B Wang, C Wu, X Zeng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Indoor intelligent perception systems have gained significant attention in recent years.
However, accurately detecting human presence can be challenging in the presence of …

A non-contact vital signs detection in a multi-channel 77GHz LFMCW radar system

Q Wu, Z Mei, Z Lai, D Li, D Zhao - IEEE Access, 2021 - ieeexplore.ieee.org
The technology of vital signs detection has been proven of great use, whereas it is still
limited by several challenges. One of the major challenges is the random body movements …

Ok google, what am i doing? acoustic activity recognition bounded by conversational assistant interactions

R Adaimi, H Yong, E Thomaz - Proceedings of the ACM on Interactive …, 2021 - dl.acm.org
Conversational assistants in the form of stand-alone devices such as Amazon Echo and
Google Home have become popular and embraced by millions of people. By serving as a …

FedRadar: Federated multi-task transfer learning for radar-based Internet of Medical Things

X Jiang, J Zhang, L Zhang - IEEE Transactions on Network and …, 2023 - ieeexplore.ieee.org
Owing to increasing connected medical devices and rapid development of deep learning
technologies, the Internet of Medical Things (IoMT) has attracted great attention for …

Automatic radar-based 2-D localization exploiting vital signs signatures

M Mercuri, P Russo, M Glassee, ID Castro… - Scientific Reports, 2022 - nature.com
In light of the continuously and rapidly growing senior and geriatric population, the research
of new technologies enabling long-term remote patient monitoring plays an important role …