Generalized pca fusion for improved radar human motion recognition

B Erol, M Amin - 2019 IEEE Radar Conference (RadarConf), 2019 - ieeexplore.ieee.org
Radar for indoor monitoring is an emerging area of research and development, covering
and supporting different health and wellbeing applications of smart homes, assisted living …

Complex field-based fusion network for human activities classification with radar

J Guo, C Shu, Y Zhou, K Wang… - … Conference (IET IRC …, 2020 - ieeexplore.ieee.org
In the context of assisted living, human activity recognition (HAR) is of increased importance
to maintain people at home living independently longer. Compared with directly using …

Human activity classification with radar signal processing and machine learning

M Jia, S Li, J Le Kernec, S Yang… - … conference on UK …, 2020 - ieeexplore.ieee.org
As the number of older adults increases worldwide, new paradigms for indoor activity
monitoring are required to keep people living at home independently longer. Radar-based …

Radar human motion recognition using motion states and two-way classifications

MG Amin, RG Guendel - 2020 IEEE International Radar …, 2020 - ieeexplore.ieee.org
We perform classification of Activities of Daily Living (ADL) using a Frequency-Modulated
Continuous Waveform (FMCW) radar. In particular, we consider contiguous motions that are …

On the generalization and reliability of single radar-based human activity recognition

A Gorji, A Bourdoux, H Sahli - IEEE Access, 2021 - ieeexplore.ieee.org
Identifying human activities using short-range and low-power radars has attracted much
attention among the researchers and consumer electronics industry. This paper considers …

Multi-domains based human activity classification in radar

Z Li, F Fioranelli, S Yang, L Zhang… - … Conference (IET IRC …, 2020 - ieeexplore.ieee.org
In human activity recognition (HAR) based on radar, significant research exists on statistical
features extracted from the spectrogram (μD), whereas the research which considers other …

Discrete human activity recognition and fall detection by combining FMCW RADAR data of heterogeneous environments for independent assistive living

U Saeed, SY Shah, SA Shah, J Ahmad, AA Alotaibi… - Electronics, 2021 - mdpi.com
Human activity monitoring is essential for a variety of applications in many fields, particularly
healthcare. The goal of this research work is to develop a system that can effectively detect …

A multi-radar architecture for human activity recognition in indoor kitchen environments

A Gorji, T Gielen, M Bauduin, H Sahli… - 2021 IEEE Radar …, 2021 - ieeexplore.ieee.org
This paper tackles the Human Activity Recognition (HAR) in the kitchen environment using
radar as the sensing tool. The setup includes two Frequency Modulated Continuous Wave …

Novel composite motion extraction from velocity signature of fmcw radar for activity recognition

A Khasnobish, A Ray, A Chowdhury… - 2021 21st …, 2021 - ieeexplore.ieee.org
Human activity recognition (HAR) is indispensable for in-home elderly assisted living and
telehealth. We propose a novel technique of unobtrusive HAR by utilising a composite …

Radar‐based human activity recognition using denoising techniques to enhance classification accuracy

R Yu, Y Du, J Li, A Napolitano… - IET Radar, Sonar & …, 2024 - Wiley Online Library
Radar‐based human activity recognition is considered as a competitive solution for the
elderly care health monitoring problem, compared to alternative techniques such as …