Identification of a feature selection based pattern recognition scheme for finger movement recognition from multichannel EMG signals
出版年份 2018 全文链接
标题
Identification of a feature selection based pattern recognition scheme for finger movement recognition from multichannel EMG signals
作者
关键词
EMG, Multichannel, Particle swarm optimization, Ant colony optimization, Linear discriminant analysis, Support vector machine, Naïve Bayes
出版物
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE
Volume 41, Issue 2, Pages 549-559
出版商
Springer Nature
发表日期
2018-05-09
DOI
10.1007/s13246-018-0646-7
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- A bionic hand controlled by hand gesture recognition based on surface EMG signals: A preliminary study
- (2018) Wan-Ting Shi et al. Biocybernetics and Biomedical Engineering
- Robust EMG pattern recognition in the presence of confounding factors: features, classifiers and adaptive learning
- (2018) Yikun Gu et al. EXPERT SYSTEMS WITH APPLICATIONS
- Does Heel Height Cause Imbalance during Sit-to-Stand Task: Surface EMG Perspective
- (2017) Ganesh R. Naik et al. Frontiers in Physiology
- Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders
- (2016) Ganesh R. Naik et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Evaluating EMG Feature and Classifier Selection for Application to Partial-Hand Prosthesis Control
- (2016) Adenike A. Adewuyi et al. Frontiers in Neurorobotics
- Is it Finger or Wrist Dexterity That is Missing in Current Hand Prostheses?
- (2015) Federico Montagnani et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis
- (2015) Ganesh R. Naik et al. IEEE Journal of Biomedical and Health Informatics
- The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges
- (2014) Dario Farina et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders
- (2013) Abdulhamit Subasi COMPUTERS IN BIOLOGY AND MEDICINE
- Classification of EMG signals using combined features and soft computing techniques
- (2012) Abdulhamit Subasi APPLIED SOFT COMPUTING
- Pattern recognition of number gestures based on a wireless surface EMG system
- (2012) Xun Chen et al. Biomedical Signal Processing and Control
- Application of Linear Discriminant Analysis in Dimensionality Reduction for Hand Motion Classification
- (2012) A. Phinyomark et al. Measurement Science Review
- Identification of motion from multi-channel EMG signals for control of prosthetic hand
- (2011) P. Geethanjali et al. AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE
- Ant colony optimization-based feature selection method for surface electromyography signals classification
- (2011) Hu Huang et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Identification of EMG signals using discriminant analysis and SVM classifier
- (2011) Ahmet Alkan et al. EXPERT SYSTEMS WITH APPLICATIONS
- Myoelectric forearm prostheses: State of the art from a user-centered perspective
- (2011) Bart Peerdeman et al. JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT
- Online Electromyographic Control of a Robotic Prosthesis
- (2008) P. Shenoy et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
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