An Elderly Fall Detection Method Based on Federated Learning and Extreme Learning Machine (Fed-ELM)

An Elderly Fall Detection Method Based on Federated Learning and Extreme Learning Machine (Fed-ELM)

The lack of fall data for the elderly is a challenging problem in the fall detection community. To date, the fall and activities of daily life simulated by young people have been used in most studies to train and test fall detection algorithms. However, there are differences in movement patterns bet...

Full description

Saved in:
Bibliographic Details
Main Authors: Zhigang Yu, Jiahui Liu, Mingchuan Yang, Yanmin Cheng, Jie Hu, Xinchi Li
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Fall detection
federated learning
extreme learning machine
elderly fall
Online Access:https://ieeexplore.ieee.org/document/9984667/
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items