Computational analysis of each model.

Computational analysis of each model.

<div><p>This study aims to develop a cost-effective and reliable motion monitoring device capable of comprehensive fatigue analysis. It achieves this objective by integrating surface electromyography (sEMG) and accelerometer (ACC) signals through a feature fusion strategy. The study intr...

Full description

Saved in:
Bibliographic Details
Main Author: Dinghong Mu (14204200) (author)
Other Authors: Jian Wang (5901) (author), Fenglei Li (1940623) (author), Wujin Hu (20108297) (author), Rong Chen (29176) (author)
Published: 2024
Subjects:
Science Policy
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
three fatigue states
scale attention mechanism
proposed optimization algorithm
preprocessing phase involves
multilevel attention mechanism
level attention mechanisms
level attention mechanism
integrating surface electromyography
improving feature extraction
feature fusion strategy
computational analysis indicates
comprehensive fatigue analysis
cnn &# 8217
dimensional fused data
model &# 8217
52 %, 92
92 %, 92
handling data
38 %,
30 %,
13 %,
xlink ">
testing times
study introduces
study aims
neuron levels
minimal impact
cnns ).
amplitude envelope
ablation experiments
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items