A convolution neural network approach for fall detection based on adaptive channel selection of UWB radar signals
Abstract According to the World Health Organization and other authorities, falls are one of
the main causes of accidental injuries among the elderly population. Therefore, it is …
the main causes of accidental injuries among the elderly population. Therefore, it is …
Xai-fall: Explainable ai for fall detection on wearable devices using sequence models and xai techniques
A fall detection system is vital for the safety of older people, as it contacts emergency
services when it detects a person has fallen. There have been various approaches to detect …
services when it detects a person has fallen. There have been various approaches to detect …
Fall detection system on smart Walker based on multisensor data fusion and SPRT method
DM Ding, YG Wang, W Zhang, Q Chen - IEEE Access, 2022 - ieeexplore.ieee.org
Traditional walkers are commonly used for the elderly in social life, which solves the basic
problem of walking, but it is difficult to ensure safety when a fall occurs, and the human …
problem of walking, but it is difficult to ensure safety when a fall occurs, and the human …
[HTML][HTML] Lidar-based estimation of bounding box coordinates using gaussian process regression and particle swarm optimization
K Vinodha, ES Gopi, T Agnibhoj - Biomimetic Intelligence and Robotics, 2024 - Elsevier
Camera-based object tracking systems in a given closed environment lack privacy and
confidentiality. In this study, light detection and ranging (LiDAR) was applied to track objects …
confidentiality. In this study, light detection and ranging (LiDAR) was applied to track objects …
Human point cloud data segmentation based on normal vector estimation using pca-svd approaches for elderly activity daily living detection
NE Budiyanta, EM Yuniarno… - TENCON 2021-2021 …, 2021 - ieeexplore.ieee.org
The use of cameras to monitor the elderly daily living activities might cause inconvenience
related to the privacy issues. Thus, another sensor namely LiDAR which generates point …
related to the privacy issues. Thus, another sensor namely LiDAR which generates point …
A Preliminary Study for Radar-based Fall Detection using Power Spectral Density Features obtained by Welch Method
I Şeflek - 2024 8th International Artificial Intelligence and Data …, 2024 - ieeexplore.ieee.org
Fall detection using the deep learning approach has been the focus of recent studies. This
paper presents a preliminary study of high-accuracy fall detection using general machine …
paper presents a preliminary study of high-accuracy fall detection using general machine …
A Sensor-Based Study for Security Events Detection Systems On Board Autonomous Trains
C Nicodeme - 2022 22nd International Conference on Control …, 2022 - ieeexplore.ieee.org
The Human wish for autonomy in vehicles goes back to the 15 th century and has been the
subject of numerous research. In the past decade in particular, the rise of Artificial …
subject of numerous research. In the past decade in particular, the rise of Artificial …
Towards Improvement of LSTM and SVM Approach for Multiclass Fall Detection System
Telemonitoring of human physiological data helps detect emergency occurrences for
subsequent medical diagnosis in daily living environments. One of the fatal emergencies in …
subsequent medical diagnosis in daily living environments. One of the fatal emergencies in …
AmI-L: An Ambient Intelligent LiDAR-Based Framework for Smart Home Care
E Francis, AS El-Wakeel… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Over the next decade, home care aides are on track to grow in employment by around 5
times more than the average job in the United States. However, a single home care aid is …
times more than the average job in the United States. However, a single home care aid is …
[PDF][PDF] An Indoor Non-Intrusive Radar Application: Fall Detection
İ ŞEFLEK - researchgate.net
Fall is an accident phenomenon that affects all individuals living alone, especially elderly
individuals who have to meet their own needs. This issue has attracted the attention of …
individuals who have to meet their own needs. This issue has attracted the attention of …