Comparative evaluation of EMG signal features for myoelectric controlled human arm prosthetics
Myoelectric controlled human arm prosthetics have shown a promising performance with
regards to the supplementation of the basic manipulation requirements for amputated …
regards to the supplementation of the basic manipulation requirements for amputated …
A low-cost real-time research platform for EMG pattern recognition-based prosthetic hand
P Geethanjali, KK Ray - IEEE/ASME Transactions on …, 2014 - ieeexplore.ieee.org
The focus of this paper is the development of a low-cost research platform for a surface
electromyogram (EMG)-based prosthetic hand control to evaluate various pattern …
electromyogram (EMG)-based prosthetic hand control to evaluate various pattern …
Review on electromyography based intention for upper limb control using pattern recognition for human-machine interaction
A Asghar, S Jawaid Khan, F Azim… - Proceedings of the …, 2022 - journals.sagepub.com
Upper limb myoelectric prosthetic control is an essential topic in the field of rehabilitation.
The technique controls prostheses using surface electromyogram (sEMG) and intramuscular …
The technique controls prostheses using surface electromyogram (sEMG) and intramuscular …
An exploratory study to design a novel hand movement identification system
Electromyogram signal (EMG) is an electrical manifestation of contractions of muscles.
Surface EMG (sEMG) signal collected from the surface of skin has been used in diverse …
Surface EMG (sEMG) signal collected from the surface of skin has been used in diverse …
Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals
A fundamental component of many modern prostheses is the myoelectric control system,
which uses the electromyogram (EMG) signals from an individual's muscles to control the …
which uses the electromyogram (EMG) signals from an individual's muscles to control the …
Leveraging ANN and LDA classifiers for characterizing different hand movements using emg signals
The analysis of electromyographic (EMG) signals has expedited the use of a wearable
prosthetic arm. To this end, pattern recognition-based myoelectric control schemes have …
prosthetic arm. To this end, pattern recognition-based myoelectric control schemes have …
Decomposition and evaluation of SEMG for hand prostheses control
The evaluation of electromyogram signals (EMG) has been at the core of prosthetic control
applications in the last decade, as prosthetic hands have become a valuable replacement …
applications in the last decade, as prosthetic hands have become a valuable replacement …
Real-time EMG based pattern recognition control for hand prostheses: A review on existing methods, challenges and future implementation
Upper limb amputation is a condition that significantly restricts the amputees from performing
their daily activities. The myoelectric prosthesis, using signals from residual stump muscles …
their daily activities. The myoelectric prosthesis, using signals from residual stump muscles …
EMG based man–machine interaction—A pattern recognition research platform
G Purushothaman, KK Ray - Robotics and Autonomous Systems, 2014 - Elsevier
This paper describes the proposal of indigenous development of a technological platform for
man–machine interaction with the prosthetic hand using a surface electromyogram (sEMG) …
man–machine interaction with the prosthetic hand using a surface electromyogram (sEMG) …
Real-time intelligent pattern recognition algorithm for surface EMG signals
Background Electromyography (EMG) is the study of muscle function through the inquiry of
electrical signals that the muscles emanate. EMG signals collected from the surface of the …
electrical signals that the muscles emanate. EMG signals collected from the surface of the …