Signal Acquisition and Time–Frequency Perspective of EMG Signal-based Systems and Applications

Surface Electromyography as a Natural Human–Machine Interface: A Review

(2022) Mingde Zheng et al.   IEEE SENSORS JOURNAL

Multichannel Finger Pattern Recognition Using Single-Site Mechanomyography

(2021) Ahamd Saleh Asheghabadi et al.   IEEE SENSORS JOURNAL

Deep Learning for EMG-based Human-Machine Interaction: A Review

(2021) Dezhen Xiong et al.   IEEE-CAA Journal of Automatica Sinica

Design of upper limb prosthesis using real-time motion detection method based on EMG signal processing

(2021) Narek N. Unanyan et al.   Biomedical Signal Processing and Control

Finger movements classification based on fractional Fourier transform coefficients extracted from surface EMG signals

(2021) Zahra Taghizadeh et al.   Biomedical Signal Processing and Control

Design, development, and evaluation of upper and lower limb orthoses with intelligent control for rehabilitation

(2021) Kevin Hung et al.   IET Science Measurement & Technology

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

(2021) Sara Abbaspour et al.   SENSORS

Automated diagnosis of muscle diseases from EMG signals using empirical mode decomposition based method

(2021) Rahul Dubey et al.   Biomedical Signal Processing and Control

Neuromuscular disorders detection through time-frequency analysis and classification of multi-muscular EMG signals using Hilbert-Huang transform

(2021) Jonathan R. Torres-Castillo et al.   Biomedical Signal Processing and Control

Performance Optimization of Surface Electromyography Based Biometric Sensing System for Both Verification and Identification

(2021) Ashirbad Pradhan et al.   IEEE SENSORS JOURNAL

Portable microcontroller-based electrostimulation system for nerve conduction studies

(2020) Sandra Cossul et al.   IET Science Measurement & Technology

Stress detection using ECG and EMG signals: A comprehensive study

(2020) Sara Pourmohammadi et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A new framework for classification of multi-category hand grasps using EMG signals

(2020) Firas Sabar Miften et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Neuromuscular Password-Based User Authentication

(2020) Xinyu Jiang et al.   IEEE Transactions on Industrial Informatics

Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method

(2020) Xiang Chen et al.   IEEE Journal of Biomedical and Health Informatics

Motor unit innervation zone localization based on robust linear regression analysis

(2019) Jie Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Applying LDA-based pattern recognition to predict isometric shoulder and elbow torque generation in individuals with chronic stroke with moderate to severe motor impairment

(2019) Joseph V. Kopke et al.   Journal of NeuroEngineering and Rehabilitation

Physiological Validation of the Decomposition of Surface EMG Signals

(2019) Roger M. Enoka   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration

(2019) Luzheng Bi et al.   Biomedical Signal Processing and Control

Subject- and Environment-Based Sensor Variability for Wearable Lower-Limb Assistive Devices

(2019) Nili E. Krausz et al.   SENSORS

Standards of instrumentation of EMG

(2019) Hatice Tankisi et al.   CLINICAL NEUROPHYSIOLOGY

A Multi-Window Majority Voting Strategy to Improve Hand Gesture Recognition Accuracies Using Electromyography Signal

(2019) Md Ferdous Wahid et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

EMG-based online classification of gestures with recurrent neural networks

(2019) Miguel Simão et al.   PATTERN RECOGNITION LETTERS

Improved Prosthetic Control Based on Myoelectric Pattern Recognition via Wavelet-Based De-Noising

(2018) Julian Maier et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A Novel Validation Approach for High-Density Surface EMG Decomposition in Motor Neuron Disease

(2018) Maoqi Chen et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Phantom motor execution as a treatment for phantom limb pain: protocol of an international, double-blind, randomised controlled clinical trial

(2018) Eva Lendaro et al.   BMJ Open

A Robust Sparse Representation based Pattern Recognition Approach for Myoelectric Control

(2018) Yanjuan Geng et al.   IEEE Access

Spatial Information Enhances Myoelectric Control Performance with Only Two Channels

(2018) Jiayuan He et al.   IEEE Transactions on Industrial Informatics

Classification of Transient Myoelectric Signals for the Control of Multi-Grasp Hand Prostheses

(2018) Gunter Kanitz et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Real-time, simultaneous myoelectric control using a convolutional neural network

(2018) Ali Ameri et al.   PLoS One

The Effect of Manual Wheelchair Propulsion Speed on Users’ Shoulder Muscle Coordination Patterns in Time-Frequency and Principal Component Analysis

(2018) Liping Qi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Hardware design and software development of a motion control and driving system for transradial prosthesis based on a wireless myoelectric armband

(2018) Federico Gaetani et al.   IET Science Measurement & Technology

Mechanomyography Assisted Myoeletric Sensing for Upper-Extremity Prostheses: A Hybrid Approach

(2017) Weichao Guo et al.   IEEE SENSORS JOURNAL

Cascaded Adaptation Framework for Fast Calibration of Myoelectric Control

(2017) Xiangyang Zhu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Functional Assessment of a Myoelectric Postural Controller and Multi-Functional Prosthetic Hand by Persons With Trans-Radial Limb Loss

(2017) Jacob L. Segil et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Novel approach for sleep disorder monitoring using a finite-state machine for localities lacking specialist physicians

(2017) Aleena Swetapadma   IET Science Measurement & Technology

Associations between motor unit action potential parameters and surface EMG features

(2017) Alessandro Del Vecchio et al.   JOURNAL OF APPLIED PHYSIOLOGY

Classification complexity in myoelectric pattern recognition

(2017) Niclas Nilsson et al.   Journal of NeuroEngineering and Rehabilitation

Weighted-Cumulated S-EMG Muscle Fatigue Estimator

(2017) Valdinar de Araujo Rocha et al.   IEEE Journal of Biomedical and Health Informatics

Classification of Multiple Finger Motions During Dynamic Upper Limb Movements

(2017) Dapeng Yang et al.   IEEE Journal of Biomedical and Health Informatics

Usability Comparison of Conventional Direct Control Versus Pattern Recognition Control of Transradial Prostheses

(2017) Melissa Mae White et al.   IEEE Transactions on Human-Machine Systems

An Efficient Method for Designing Multiplier-Less Non-uniform Filter Bank Based on Hybrid Method Using CSE Technique

(2016) I. Sharma et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Real-Time Classification of Hand Motions Using Ultrasound Imaging of Forearm Muscles

(2016) Nima Akhlaghi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Enabling Low-Power, Multi-Modal Neural Interfaces Through a Common, Low-Bandwidth Feature Space

(2016) Zachary T. Irwin et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Extraction and Classification of Multichannel Electromyographic Activation Trajectories for Hand Movement Recognition

(2016) Meena AbdelMaseeh et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Position-Independent Decoding of Movement Intention for Proportional Myoelectric Interfaces

(2016) Ki-Hee Park et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Myoelectric Control for Adaptable Biomechanical Energy Harvesting

(2016) Jessica C. Selinger et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

High-Density Electromyography and Motor Skill Learning for Robust Long-Term Control of a 7-DoF Robot Arm

(2016) Mark Ison et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

An Analysis of Intrinsic and Extrinsic Hand Muscle EMG for Improved Pattern Recognition Control

(2016) Adenike A. Adewuyi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Analysis of ALS and normal EMG signals based on empirical mode decomposition

(2016) Vipin K. Mishra et al.   IET Science Measurement & Technology

Evaluating EMG Feature and Classifier Selection for Application to Partial-Hand Prosthesis Control

(2016) Adenike A. Adewuyi et al.   Frontiers in Neurorobotics

New Control Strategies for Multifunctional Prostheses that Combine Electromyographic and Speech Signals

(2015) Peng Fang et al.   IEEE INTELLIGENT SYSTEMS

Extrinsic Finger and Thumb Muscles Command a Virtual Hand to Allow Individual Finger and Grasp Control

(2015) J. Alexander Birdwell et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Spatial Correlation of High Density EMG Signals Provides Features Robust to Electrode Number and Shift in Pattern Recognition for Myocontrol

(2015) Antonietta Stango et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Concurrent Adaptation of Human and Machine Improves Simultaneous and Proportional Myoelectric Control

(2015) Janne M. Hahne et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Characterization of a Benchmark Database for Myoelectric Movement Classification

(2015) Manfredo Atzori et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Automatic Identification and Classification of Muscle Spasms in Long-Term EMG Recordings

(2015) Jeffrey Winslow et al.   IEEE Journal of Biomedical and Health Informatics

Analysis of the EMG Signal During Cyclic Movements Using Multicomponent AM–FM Decomposition

(2015) Giorgio Biagetti et al.   IEEE Journal of Biomedical and Health Informatics

Hand and Wrist Movement Control of Myoelectric Prosthesis Based on Synergy

(2015) Jiaxin Ma et al.   IEEE Transactions on Human-Machine Systems

Real-time, simultaneous myoelectric control using visual target-based training paradigm

(2014) Ali Ameri et al.   Biomedical Signal Processing and Control

Time-Varying Multicomponent Signal Modeling for Analysis of Surface EMG Data

(2014) Miroslav Zivanovic   IEEE SIGNAL PROCESSING LETTERS

Embedded Human Control of Robots Using Myoelectric Interfaces

(2014) Chris Wilson Antuvan et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Real-time simultaneous and proportional myoelectric control using intramuscular EMG

(2014) Lauren H Smith et al.   Journal of Neural Engineering

Invariant Surface EMG Feature Against Varying Contraction Level for Myoelectric Control Based on Muscle Coordination

(2014) Jiayuan He et al.   IEEE Journal of Biomedical and Health Informatics

Muscle conduction velocity, surface electromyography variables, and echo intensity during concentric and eccentric fatigue

(2013) Miriam Gonzalez-Izal et al.   MUSCLE & NERVE

A Subject-Independent Method for Automatically Grading Electromyographic Features During a Fatiguing Contraction

(2012) R. Chattopadhyay et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions

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