A comprehensive review of elderly fall detection using wireless communication and artificial intelligence techniques

SK Gharghan, HA Hashim - Measurement, 2024 - Elsevier
Falls among older adults substantially affect mobility, health, and mortality. However,
advancements in wireless and internet-of-things technologies have led to the development …

An efficient machine learning-based elderly fall detection algorithm

F Hussain, MB Umair, M Ehatisham-ul-Haq… - arXiv preprint arXiv …, 2019 - arxiv.org
Falling is a commonly occurring mishap with elderly people, which may cause serious
injuries. Thus, rapid fall detection is very important in order to mitigate the severe effects of …

A comprehensive survey of various approaches on human fall detection for elderly people

R Parmar, S Trapasiya - Wireless Personal Communications, 2022 - Springer
With the advancement in the healthcare and medicine sector, now a day's average life span
of humans has increased. Due to an increase in average life expectancy, the demographic …

New advances and challenges of fall detection systems: A survey

T Xu, Y Zhou, J Zhu - Applied Sciences, 2018 - mdpi.com
Falling, as one of the main harm threats to the elderly, has drawn researchers' attentions and
has always been one of the most valuable research topics in the daily health-care for the …

A systematic review on fall detection systems for elderly healthcare

A Purwar, I Chawla - Multimedia Tools and Applications, 2024 - Springer
To ensure healthy lives and promoting well-being for all in the society at all ages is one of
the goals of United Nations. Specially, health of elderly people plays an important factor in …

An enhanced ensemble deep neural network approach for elderly fall detection system based on wearable sensors

Z Mohammad, AR Anwary, MF Mridha, MSH Shovon… - Sensors, 2023 - mdpi.com
Fatal injuries and hospitalizations caused by accidental falls are significant problems among
the elderly. Detecting falls in real-time is challenging, as many falls occur in a short period …

Sensor technologies for fall detection systems: A review

A Singh, SU Rehman, S Yongchareon… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
The risk of falls in older adults restrict their social life and independent living. The assisted
living devices help older adults to live independently in their home, giving a psychological …

A systematic review on machine learning for fall detection system

S Rastogi, J Singh - Computational intelligence, 2021 - Wiley Online Library
Fall is a major threat to the health and life of the elders. A Fall Detection System (FDS) assist
the elders by identifying the fall and save their life. Machine Learning‐(ML) based FDS has …

A survey of IoT-based fall detection for aiding elderly care: Sensors, methods, challenges and future trends

ME Karar, HI Shehata, O Reyad - Applied Sciences, 2022 - mdpi.com
Remote monitoring of a fall condition or activities and daily life (ADL) of elderly patients has
become one of the essential purposes for modern telemedicine. Internet of Things (IoT) and …

A novel feature extraction method for preimpact fall detection system using deep learning and wearable sensors

R Jain, VB Semwal - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Fall detection and prevention are crucial in elderly healthcare and humanoid robotic
research as they help mitigate the damaging after-effects of falls. In this work, we have …