Real-Time and Offline Evaluation of Myoelectric Pattern Recognition for the Decoding of Hand Movements

Evaluation of surface EMG-based recognition algorithms for decoding hand movements

(2019) Sara Abbaspour et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation

(2019) Nawadita Parajuli et al.   SENSORS

Improved prosthetic hand control with concurrent use of myoelectric and inertial measurements

(2017) Agamemnon Krasoulis et al.   Journal of NeuroEngineering and Rehabilitation

Improving the Robustness of Real-Time Myoelectric Pattern Recognition against Arm Position Changes in Transradial Amputees

(2017) Yanjuan Geng et al.   Biomed Research International

A Review of Classification Techniques of EMG Signals during Isotonic and Isometric Contractions

(2016) Nurhazimah Nazmi et al.   SENSORS

Comparison of sEMG-Based Feature Extraction and Motion Classification Methods for Upper-Limb Movement

(2015) Shuxiang Guo et al.   SENSORS

A comparison of upper-limb motion pattern recognition using EMG signals during dynamic and isometric muscle contractions

(2014) An-Chih Tsai et al.   Biomedical Signal Processing and Control

Real-Time and Simultaneous Control of Artificial Limbs Based on Pattern Recognition Algorithms

(2014) Max Ortiz-Catalan et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Classification approach based on non-negative least squares

(2013) Yifeng Li et al.   NEUROCOMPUTING

Effects of supervised Self Organising Maps parameters on classification performance

(2012) Davide Ballabio et al.   ANALYTICA CHIMICA ACTA

Feature reduction and selection for EMG signal classification

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

Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions

(2011) E J Scheme et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Determining the Optimal Window Length for Pattern Recognition-Based Myoelectric Control: Balancing the Competing Effects of Classification Error and Controller Delay

(2011) L H Smith et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Using virtual reality environment to facilitate training with advanced upper-limb prosthesis

(2011) Linda Resnik et al.   JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT

Evaluation of EMG processing techniques using Information Theory

(2010) Fernando D Farfán et al.   Biomedical Engineering Online

Targeted Muscle Reinnervation for Real-time Myoelectric Control of Multifunction Artificial Arms

(2009) Todd A. Kuiken   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Online Electromyographic Control of a Robotic Prosthesis

(2008) P. Shenoy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Decoding of Individuated Finger Movements Using Surface Electromyography

(2008) F.V.G. Tenore et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING