4.6 Article

A Novel Signal Normalization Approach to Improve the Force Invariant Myoelectric Pattern Recognition of Transradial Amputees

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

Decoding movement intent patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems

Oluwarotimi Williams Samuel et al.

Summary: A new approach utilizing spatiotemporal neuromuscular descriptor and adaptive filtering technique is proposed for optimally characterizing multiple patterns of upper extremity movements in post-stroke patients, providing inputs for intelligently driven motor training in robotic systems targeted towards stroke rehabilitation.

NEURAL COMPUTING & APPLICATIONS (2021)

Article Engineering, Biomedical

Adaptive Electrode Calibration Method Based on Muscle Core Activation Regions and Its Application in Myoelectric Pattern Recognition

Ruochen Hu et al.

Summary: This paper presents an adaptive electrode calibration method based on core activation regions of muscles to reduce the bad effect of electrode shifts on myoelectric pattern recognition. The proposed method effectively mitigates the impact of electrode shifts on gesture recognition accuracy and has the potential to reduce the user training burden of myoelectric control systems. The experimental results demonstrate the effectiveness of the proposed method in increasing gesture recognition accuracies and can be extended to improve the robustness of myoelectric control systems.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2021)

Article Engineering, Biomedical

An experimental study on upper limb position invariant EMG signal classification based on deep neural network

Anand Kumar Mukhopadhyay et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)

Article Computer Science, Interdisciplinary Applications

Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses

Mojisola Grace Asogbon et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)

Article Engineering, Electrical & Electronic

A Low Noise Capacitive Electromyography Monitoring System for Remote Healthcare Applications

Charn Loong Ng et al.

IEEE SENSORS JOURNAL (2020)

Article Engineering, Biomedical

A Deep Transfer Learning Approach to Reducing the Effect of Electrode Shift in EMG Pattern Recognition-Based Control

Ali Ameri et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)

Article Engineering, Biomedical

Phasor represented EMG feature extraction against varying contraction level of prosthetic control

Fatih Onay et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)

Article Computer Science, Artificial Intelligence

A force levels and gestures integrated multi-task strategy for neural decoding

Shaoyang Hua et al.

COMPLEX & INTELLIGENT SYSTEMS (2020)

Article Engineering, Biomedical

Position Identification for Robust Myoelectric Control Against Electrode Shift

Jiayuan He et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)

Article Engineering, Biomedical

EMG-Force and EMG-Target Models During Force-Varying Bilateral Hand-Wrist Contraction in Able-Bodied and Limb-Absent Subjects

Ziling Zhu et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)

Article Computer Science, Information Systems

A Study of Computing Zero Crossing Methods and an Improved Proposal for EMG Signals

D. C. Toledo-Perez et al.

IEEE ACCESS (2020)

Article Engineering, Biomedical

Robust feature sets for contraction level invariant control of upper limb myoelectric prosthesis

Nisheena V. Iqbal et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2019)

Review Engineering, Multidisciplinary

Evolution of a capacitive electromyography contactless biosensor: Design and modelling techniques

Charn Loong Ng et al.

MEASUREMENT (2019)

Review Computer Science, Information Systems

A Review on Electromyography Decoding and Pattern Recognition for Human-Machine Interaction

Miguel Simao et al.

IEEE ACCESS (2019)

Article Engineering, Electrical & Electronic

Impact of Skin-Electrode Capacitance on the Performance of CEMG Biosensor

Charn Loong Ng et al.

IEEE SENSORS JOURNAL (2017)

Article Engineering, Biomedical

A Framework of Temporal-Spatial Descriptors-Based Feature Extraction for Improved Myoelectric Pattern Recognition

Rami N. Khushaba et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2017)

Article Engineering, Biomedical

Exploration of Force Myography and surface Electromyography in hand gesture classification

Xianta Jiang et al.

MEDICAL ENGINEERING & PHYSICS (2017)

Article Computer Science, Artificial Intelligence

Combined influence of forearm orientation and muscular contraction on EMG pattern recognition

Rami N. Khushaba et al.

EXPERT SYSTEMS WITH APPLICATIONS (2016)

Article Engineering, Biomedical

Improving the Performance Against Force Variation of EMG Controlled Multifunctional Upper-Limb Prostheses for Transradial Amputees

Ali H. Al-Timemy et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2016)

Article Computer Science, Information Systems

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

Jiayuan He et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2015)

Article Engineering, Biomedical

Continuous estimation of finger joint angles under different static wrist motions from surface EMG signals

Lizhi Pan et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2014)

Article Computer Science, Artificial Intelligence

Towards limb position invariant myoelectric pattern recognition using time-dependent spectral features

Rami N. Khushaba et al.

NEURAL NETWORKS (2014)

Article Engineering, Biomedical

Bilinear Modeling of EMG Signals to Extract User-Independent Features for Multiuser Myoelectric Interface

Takamitsu Matsubara et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2013)

Article Engineering, Biomedical

Comparison of muscle activity patterns of transfemoral amputees and control subjects during walking

Eva C. Wentink et al.

JOURNAL OF NEUROENGINEERING AND REHABILITATION (2013)

Review Chemistry, Analytical

Surface Electromyography Signal Processing and Classification Techniques

Rubana H. Chowdhury et al.

SENSORS (2013)

Article Computer Science, Information Systems

Classification of Finger Movements for the Dexterous Hand Prosthesis Control With Surface Electromyography

Ali H. Al-Timemy et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2013)

Article Computer Science, Artificial Intelligence

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

Rami N. Khushaba et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Engineering, Biomedical

Improving Myoelectric Pattern Recognition Robustness to Electrode Shift by Changing Interelectrode Distance and Electrode Configuration

Aaron J. Young et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2012)

Article Engineering, Biomedical

Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm

Rami N. Khushaba et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2011)

Article Engineering, Biomedical

Resolving the Limb Position Effect in Myoelectric Pattern Recognition

Anders Fougner et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2011)

Article Engineering, Biomedical

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

Thomas Lorrain et al.

JOURNAL OF NEUROENGINEERING AND REHABILITATION (2011)

Article Rehabilitation

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

Erik Scheme et al.

JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT (2011)

Article Computer Science, Artificial Intelligence

Portable hand motion classifier for multi-channel surface electromyography recognition using grey relational analysis

Yi-Chun Du et al.

EXPERT SYSTEMS WITH APPLICATIONS (2010)

Article Biophysics

Filtering the surface EMG signal: Movement artifact and baseline noise contamination

Carlo J. De Luca et al.

JOURNAL OF BIOMECHANICS (2010)

Article Engineering, Biomedical

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

Dennis Tkach et al.

JOURNAL OF NEUROENGINEERING AND REHABILITATION (2010)

Article Engineering, Biomedical

A discriminant bispectrum feature for surface electromyogram signal classification

Xinpu Chen et al.

MEDICAL ENGINEERING & PHYSICS (2010)

Article Computer Science, Artificial Intelligence

SRDA: An efficient algorithm for large-scale discriminant analysis

Deng Cai et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2008)

Article Engineering, Biomedical

The optimal controller delay for myoelectric prostheses

Todd R. Farrell et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2007)

Article Biochemical Research Methods

Techniques of EMG signal analysis: detection, processing, classification and applications

MBI Reaz et al.

BIOLOGICAL PROCEDURES ONLINE (2006)

Article Engineering, Biomedical

A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses

YH Huang et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2005)