Radar-based soft fall detection using pattern contour vector

B Wang, H Zhang, YX Guo - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) technologies reserves a large latent capacity in dealing with the
emerging fall detection problem of elder people. The radar-based IoT methods are …

WI-MOID: Human and Non-Human 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 …

Harmonics and intermodulation products-based fuzzy logic (HIPBFL) algorithm for vital sign frequency estimation using a UWB radar

F Jing, J Liang, Y Wang, P Chen - Expert Systems with Applications, 2023 - Elsevier
The ultra-wide band (UWB) radar can achieve non-contact measurement of human vital sign
including respiration and heartbeat. This can be applied in the fields of healthcare, security …

Elderly care: Using deep learning for multi-domain activity classification

S Li, M Jia, J Le Kernec, S Yang… - … Conference on UK …, 2020 - ieeexplore.ieee.org
Nowadays, health monitoring issues are increasing as the worldwide population is aging. In
this paper, the radar modality is used to classify with radar signature automatically. The …

Person identification based on micro-Doppler signatures of sit-to-stand and stand-to-sit movements using a convolutional neural network

K Saho, K Inuzuka, K Shioiri - IEEE Sensors Letters, 2020 - ieeexplore.ieee.org
This letter presents a method for person identification based on sit-to-stand and stand-to-sit
movements using micro-Doppler radar measurements and a convolutional neural network …

Radar-based hierarchical human activity classification

X Li, F Fioranelli, S Yang, O Romain… - … Conference (IET IRC …, 2020 - ieeexplore.ieee.org
Worldwide the ageing population is increasing, and there are new requirements from
governments to keep people at home longer. As a consequence assisted living has been an …

[PDF][PDF] Leveraging Machine-Vision for Activity Recognition Utilising Indoor Localisation To Support Aging-In-Place

CP Shewell - 2023 - core.ac.uk
This Chapter reviews existing research surrounding technology to promote occupants to live
independently within their own homes for longer. This area of research is commonly known …

[PDF][PDF] How to optimise detection/recognition with radar sensing and fusion? Comment optimiser la détection/reconnaissance avec la détection radar et la fusion?

J Le Kernec, M Sabrina, N d'Oise - jeanphilippeovarlez.com
Abstract I, Dr Julien Le Kernec, am currently a" Senior Lecturer"(equivalent to MCF in
France) at the University of Glasgow where I carry out teaching, research, and development …

FMCW レーダとトランスフォーマを用いた非接触生体センシング及びECG 波形復元

安済練, 戸田大貴, 市毛弘一 - 電子情報通信学会論文誌 B, 2023 - search.ieice.org
本論文では, FMCW レーダで非接触に取得した生体信号に対し, 深層学習モデルの一種である
トランスフォーマを用いた ECG (ElectroCardioGram) 信号の波形復元手法を提案する …