A machine learning approach to fall detection algorithm using wearable sensor

CY Hsieh, CN Huang, KC Liu, WC Chu… - … materials for science …, 2016 - ieeexplore.ieee.org
Falls are the primary cause of accidents for the elderly in living environment. Falls frequently
cause fatal and non-fatal injuries that are associated with a large amount of medical costs …

Smartphone-based fall detection algorithm using feature extraction

YW Hsu, KH Chen, JJ Yang… - 2016 9th International …, 2016 - ieeexplore.ieee.org
The danger of falling among the elderly is a public concern and is becoming an important
issue that needs further attention. Sensors embedded in smartphones provide information …

[PDF][PDF] Improve the Accuracy of Fall Detection Based on Artificial Intelligence Algorithm.

MC Chen, YT Cheng, RW Chen - CMES-Computer Modeling in …, 2021 - cdn.techscience.cn
This work presents a fall detection system based on artificial intelligence. The system
incorporates miniature wearable devices for fall detection. Fall detection is achieved by …

Activity-aware fall detection and recognition based on wearable sensors

F Hussain, F Hussain, M Ehatisham-ul-Haq… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
Falling is a severe hazard among older adults. Fall treatment is considered to be one of the
most costly treatments, which usually extends to a long time. One bad fall can cause severe …

Wearable fall detection system

S Rihana, J Mondalak - 2016 3rd Middle East Conference on …, 2016 - ieeexplore.ieee.org
Falling is a serious issue among old aged population; it leads to severe injuries and
consequences. Inability to move after a fall means that the subject cannot ask for help by …

Deep Learning Based Fall Detection System

T Aslam, FB Harun, AF Ramli, KA Kadir… - 2023 IEEE 9th …, 2023 - ieeexplore.ieee.org
A number of organizations, both medical and non-medical, have adopted assistive
technology, such as medical wireless wristbands and fall detection devices. Most research …

[PDF][PDF] Detection of human falls using wearable sensors

O Ojetola - 2013 - pureportal.coventry.ac.uk
Wearable sensor systems composed of small and light sensing nodes have the potential to
revolutionise healthcare. While uptake has increased over time in a variety of application …

A new real-time fall detection approach using fuzzy logic and a neural network

C Dinh, M Struck - … of the 6th International Workshop on …, 2009 - ieeexplore.ieee.org
A real-time fall detection system monitors the daily activity of especially elderly people to
enlist someone's help as fast as possible in case of emergency. This paper presents a new …

[PDF][PDF] A survey paper on wearable sensors based fall detection

T Prajapati, N Bhatt, D Mistry - International Journal of Computer …, 2015 - academia.edu
Falling is often accepted as a natural part of the aging process Elderly people are typically,
more unsteady and frailer. Thus are more likely to fall and be injured than younger …

Window-size impact on detection rate of wearable-sensor-based fall detection using supervised machine learning

IPES Putra, R Vesilo - 2017 IEEE life sciences conference (LSC …, 2017 - ieeexplore.ieee.org
For a supervised machine-learning based fall-detection approach, data segmentation is
needed to split the data sequence into several segments. Then features are extracted from …