Pattern Recognition of Single-Channel sEMG Signal Using PCA and ANN Method to Classify Nine Hand Movements

Gesture recognition method based on a single-channel sEMG envelope signal

(2018) Yansheng Wu et al.   EURASIP Journal on Wireless Communications and Networking

Time series modeling of surface EMG based hand manipulation identification via expectation maximization algorithm

(2015) Yang Lu et al.   NEUROCOMPUTING

Optimization of EMG-based hand gesture recognition: Supervised vs. unsupervised data preprocessing on healthy subjects and transradial amputees

(2014) F. Riillo et al.   Biomedical Signal Processing and Control

Assessing fractal dimension methods as feature extractors for EMG signal classification

(2014) André L.V. Coelho et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A real-time EMG pattern recognition method for virtual myoelectric hand control

(2014) Kexin Xing et al.   NEUROCOMPUTING

EMG feature evaluation for improving myoelectric pattern recognition robustness

(2013) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Neuro-Fuzzy System for Characterization of Arm Movements

(2013) Alexandre Balbinot et al.   SENSORS

Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals

(2012) Rami N. Khushaba et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature reduction and selection for EMG signal classification

(2012) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions

(2010) Kang Soo Kim et al.   CURRENT APPLIED PHYSICS

Study of stability of time-domain features for electromyographic pattern recognition

(2010) Dennis Tkach et al.   Journal of NeuroEngineering and Rehabilitation

Support Vector Machine-Based Classification Scheme for Myoelectric Control Applied to Upper Limb

(2008) M.A. Oskoei et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING