An end-to-end lower limb activity recognition framework based on sEMG data augmentation and enhanced CapsNet

Author:

Zhang ChangheORCID,Li Yangan,Yu Zidong,Huang Xiaolin,Xu JiangORCID,Deng ChaoORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference51 articles.

1. Multimodal fusion approach based on EEG and EMG signals for lower limb movement recognition;Al-Quraishi;IEEE Sensors Journal,2021

2. Permutation entropy: A natural complexity measure for time series;Bandt;Physical Review Letters,2002

3. A study of the behavior of several methods for balancing machine learning training data;Batista;ACM SIGKDD Explorations Newsletter,2004

4. A review of image denoising algorithms, with a new one;Buades;Multiscale Modeling & Simulation,2005

5. SMOTE: Synthetic minority over-sampling technique;Chawla;Journal of Artificial Intelligence Research,2002

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