Development of weighted residual RNN model with hybrid heuristic algorithm for movement recognition framework in ambient assisted living

Development of weighted residual RNN model with hybrid heuristic algorithm for movement recognition framework in ambient assisted living

Abstract In healthcare applications, automatic and intelligent movement recognition systems in Ambient Assisted Living (AAL) are designed for elderly and disabled persons. The AAL provides assistance as well as secure feelings to disabled persons and elderly individuals. In AAL, the movement recogni...

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Bibliographic Details
Main Authors: Mustufa Haider Abidi, Hisham Alkhalefah, Zeyad Almutairi
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Human movement recognition
Ambient assisted living
Convolutional autoencoder
Weighted residual recurrent neural network
Hybrid rat swarm with coati optimization algorithm
Online Access:https://doi.org/10.1038/s41598-025-90360-1
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https://doi.org/10.1038/s41598-025-90360-1

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