Toward Generalization of sEMG-Based Pattern Recognition: A Novel Feature Extraction for Gesture Recognition-Reference-Cited by-同舟云学术

Toward Generalization of sEMG-Based Pattern Recognition: A Novel Feature Extraction for Gesture Recognition

Published:2022 Issue: Volume:71 Page:1-12
ISSN:0018-9456
Container-title:IEEE Transactions on Instrumentation and Measurement
language:
Short-container-title:IEEE Trans. Instrum. Meas.

Author:

Shen Cheng^ORCID,Pei Zhongcai^ORCID,Chen Weihai^ORCID,Wang Jianhua^ORCID,Zhang Jianbin^ORCID,Chen Zuobing^ORCID

Funder

National Natural Science Foundation of China

Key Research and Development Program of Zhejiang Province

Scientific Research Project of Agriculture and Social Development of Hangzhou

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Link

http://xplorestaging.ieee.org/ielx7/19/9717300/09673733.pdf?arnumber=9673733

Reference43 articles.

1. A Gaussian Mixture Model Based Classification Scheme for Myoelectric Control of Powered Upper Limb Prostheses

2. A new feature extraction method based on autoregressive power spectrum for improving sEMG classification;liu;Proc 35th Annu Int Conf IEEE Eng Med Biol Soc (EMBC),2013

3. Centering, scaling, and transformations: improving the biological information content of metabolomics data

4. Spectral moments for feature extraction from temporal signals;vuskovic;Int J Inf Technol,2005

5. GIS Insulation Defect Diagnosis Method Based on Improved MFCC and PCA-SVM Model

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