Research on Lower Limb Motion Recognition Based on Fusion of sEMG and Accelerometer Signals

Evaluation of Feature Extraction and Recognition for Activity Monitoring and Fall Detection Based on Wearable sEMG Sensors

(2017) Xugang Xi et al.   SENSORS

Independence Between Two Channels of Surface Electromyogram Signal to Measure the Loss of Motor Units

(2015) Sridhar P. Arjunan et al.   Measurement Science Review

Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children

(2014) Gita Pendharkar et al.   Biomedical Signal Processing and Control

Time series for blind biosignal classification model

(2014) Derek F. Wong et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Real-Time Locomotion Mode Recognition Employing Correlation Feature Analysis Using EMG Pattern

(2014) Deok-Hwan Kim et al.   ETRI JOURNAL

Self-Correcting Pattern Recognition System of Surface EMG Signals for Upper Limb Prosthesis Control

(2014) Sebastian Amsuss et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Analysis of using EMG and mechanical sensors to enhance intent recognition in powered lower limb prostheses

(2014) A J Young et al.   Journal of Neural Engineering

Several practical issues toward implementing myoelectric pattern recognition for stroke rehabilitation

(2014) Yun Li et al.   MEDICAL ENGINEERING & PHYSICS

EMG, Heart Rate, and Accelerometer as Estimators of Energy Expenditure in Locomotion

(2014) OLLI TIKKANEN et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

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

(2014) Kexin Xing et al.   NEUROCOMPUTING

Computation and Evaluation of Features of Surface Electromyogram to Identify the Force of Muscle Contraction and Muscle Fatigue

(2014) Sridhar P. Arjunan et al.   Biomed Research International

A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices

(2014) Zhiyuan Lu et al.   IEEE Transactions on Human-Machine Systems

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

EMG feature evaluation for improving myoelectric pattern recognition robustness

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

Detection of the onset of gait initiation using kinematic sensors and EMG in transfemoral amputees

(2013) E.C. Wentink et al.   GAIT & POSTURE

Myoelectric Walking Mode Classification for Transtibial Amputees

(2013) Jason D. Miller et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Non-weight-bearing neural control of a powered transfemoral prosthesis

(2013) Levi J Hargrove et al.   Journal of NeuroEngineering and Rehabilitation

A Framework for Daily Activity Monitoring and Fall Detection Based on Surface Electromyography and Accelerometer Signals

(2013) Juan Cheng et al.   IEEE Journal of Biomedical and Health Informatics

Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis

(2012) Ganesh R. Naik et al.   EXPERT SYSTEMS

Quantification of Feature Space Changes With Experience During Electromyogram Pattern Recognition Control

(2012) Nathan E. Bunderson et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A Novel Myoelectric Pattern Recognition Strategy for Hand Function Restoration After Incomplete Cervical Spinal Cord Injury

(2012) Jie Liu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Functional Roles of Phase Resetting in the Gait Transition of a Biped Robot From Quadrupedal to Bipedal Locomotion

(2012) Shinya Aoi et al.   IEEE Transactions on Robotics

Stair Ascent With a Powered Transfemoral Prosthesis Under Direct Myoelectric Control

(2012) Carl D. Hoover et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Classification of surface electromyographic signals by means of multifractal singularity spectrum

(2012) Gang Wang et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Fall Detection with the Support Vector Machine during Scripted and Continuous Unscripted Activities

(2012) Shing-Hong Liu et al.   SENSORS

Source Selection for Real-Time User Intent Recognition Toward Volitional Control of Artificial Legs

(2012) Fan Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Electromyography-based control of active above-knee prostheses

(2011) Sai-Kit Wu et al.   CONTROL ENGINEERING PRACTICE

Continuous Locomotion-Mode Identification for Prosthetic Legs Based on Neuromuscular–Mechanical Fusion

(2011) He Huang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Influence of the training set on the accuracy of surface EMG classification in dynamic contractions for the control of multifunction prostheses

(2011) Thomas Lorrain et al.   Journal of NeuroEngineering and Rehabilitation

Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use

(2011) Erik Scheme et al.   JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT

A Review of Accelerometry-Based Wearable Motion Detectors for Physical Activity Monitoring

(2011) Che-Chang Yang et al.   SENSORS

Multiclass Real-Time Intent Recognition of a Powered Lower Limb Prosthesis

(2009) H.A. Varol et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Comparison of low-complexity fall detection algorithms for body attached accelerometers

(2008) Maarit Kangas et al.   GAIT & POSTURE

A Strategy for Identifying Locomotion Modes Using Surface Electromyography

(2008) He Huang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING