A novel feature extraction for robust EMG pattern recognition

A Novel Feature Extraction for Robust EMG Pattern Recognition - arXiv

Title:A Novel Feature Extraction for Robust EMG Pattern Recognition ... Abstract: Varieties of noises are major problem in recognition of ...

A novel feature extraction for robust EMG pattern recognition - PubMed

This paper presents the detailed evaluation and classification of Surface Electromyogram (SEMG) signals at different upper arm muscles for different ...

(PDF) A Novel Feature Extraction for Robust EMG Pattern Recognition

This research aims to present a novel feature that tolerate with varieties of noises. As a result, noise removal algorithm is not needed. Two novel mean and ...

[PDF] A Novel Feature Extraction for Robust EMG Pattern Recognition

The results demonstrate that MMNF can be used for new robust feature extraction and shows the better recognition result in noisy environment than other ...

A novel feature extraction for robust EMG pattern recognition.

This paper presents the detailed evaluation and classification of Surface Electromyogram (SEMG) signals at different upper arm muscles for different ...

A novel feature extraction for robust EMG pattern recognition

The IEMG feature is used to detect the muscle activation condition as an onset index by illustrating the firing point within activation of muscle contraction ...

A Novel Feature Extraction for Robust EMG Pattern Recognition

A Novel Approach to Feature Extraction for EMG Pattern Recognition The paper presents a significant exploration in the domain of Electromyography (EMG)...

Novel Features for EMG Pattern Recognition Based on Higher Order ...

New features that extract frequency information in the time domain to improve the robustness while yielding higher classification performance are necessary.

A Novel Feature Extraction Method for Machine Learning Based on ...

EMG feature evaluation for improving myoelectric pattern recognition robustness. Expert Systems with Applications 2013, 40,. 4832-4840. 23. Hudgins, B ...

Full article: Correction - Taylor & Francis Online

A novel feature extraction for robust EMG pattern recognition. to: Extraction and analysis of above elbow SEMG for pattern classification ...

‪Angkoon Phinyomark‬ - ‪Google Scholar‬

A Novel Feature Extraction for Robust EMG Pattern Recognition. A Phinyomark, C Limsakul, P Phukpattaranont. Journal of Computing 1 (1), 71-80, 2009. 739*, 2009.

A novel pre-processing procedure for enhanced feature extraction ...

A. Phinyomark et al. Emg feature evaluation for improving myoelectric pattern recognition robustness. Expert Syst. Appl.

C. Limsakul - Semantic Scholar

A Novel Feature Extraction for Robust EMG Pattern Recognition · A. PhinyomarkC. LimsakulP. Phukpattaranont. Engineering, Computer Science. arXiv.org. 19 ...

A Comprehensive Study on EMG Feature Extraction and Classifiers

Features in the time domain are more commonly used for EMG pattern recognition. This is because they are easy, and quick to calculate as they do ...

Feature Extraction of Surface Electromyography Based on Improved ...

... extraction method for machine learning based on surface electromyography ... A novel feature extraction for robust EMG pattern recognition . J ...

Real-Time Segmentation and Feature Extraction of Electromyography

A novel segmentation technique was ... On the Robustness of EMG Features for Pattern Recognition Based Myoelectric Control; A Multi-Dataset Comparison.

SEMG Feature Extraction Based on Stockwell Transform Improves ...

A novel feature extraction for robust EMG pattern recognition. J. Med. Eng. Technol. 2016;40:149–154. doi: 10.3109/03091902.2016.1153739 ...

Extraction of Multi-Labelled Movement Information from the Raw HD ...

Phinyomark, A., Limsakul, C. & Phukpattaranont, P. A novel feature extraction for robust EMG pattern recognition. Journal of Computing 1, 71–80 ...

High dimensional feature data reduction of multichannel sEMG for ...

... EMG feature evaluation for improving myoelectric pattern recognition robustness ... A novel feature extraction for robust EMG pattern recognition.

Application of Wavelet Analysis in EMG Feature Extraction ... - Sciendo

A novel feature extraction for robust EMG pattern recognition. J. Comput. , 1 (1), 71-80. Search in Google Scholar. Zardoshti-Kermani, M., Wheeler, B. C. ...