Recent Advances in Fall Detection and Prevention Using Machine Learning and IoT

Falls are a big deal in healthcare tech, especially because older folks are falling more often. But, things are changing fast! Machine learning and the Internet of Things? They're totally shaking up how we deal with this, making things way more accurate and quicker when someone needs help. We now have awesome sensors and smart computer programs that are good at spotting when a fall might happen or when it just did, so it’s important to check out what tech is doing these days. Looking closely at these new technologies helps us see where different sensors shine, how they use data, and what they're not so great at. This essay wants to give you the big picture, so we can really get what's going on with spotting and stopping falls, and hopefully help people stay healthier (Tariq U et al., 2023)(Hassani S et al., 2023).

Publication Details

Journal
Computer Science Engineering and Technology
Published
2025-05-26
DOI
https://doi.org/10.46632/cset/3/2/15
Primary Topic
Context-Aware Activity Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Recent Advances in Fall Detection and Prevention Using Machine Learning and IoT

Computer Science Engineering and Technology
Context-Aware Activity Recognition Systems
article

Recent Advances in Fall Detection and Prevention Using Machine Learning and IoT

article en

Abstract

Falls are a big deal in healthcare tech, especially because older folks are falling more often. But, things are changing fast! Machine learning and the Internet of Things? They're totally shaking up how we deal with this, making things way more accurate and quicker when someone needs help. We now have awesome sensors and smart computer programs that are good at spotting when a fall might happen or when it just did, so it’s important to check out what tech is doing these days. Looking closely at these new technologies helps us see where different sensors shine, how they use data, and what they're not so great at. This essay wants to give you the big picture, so we can really get what's going on with spotting and stopping falls, and hopefully help people stay healthier (Tariq U et al., 2023)(Hassani S et al., 2023).

Computer Science Engineering and TechnologyVol. 3(2 June 2025)
Openalex Percentile: Top 90%
Context-Aware Activity Recognition Systems
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