Real-time EMG based pattern recognition control for hand prostheses: A review on existing methods, challenges and future implementation

N Parajuli, N Sreenivasan, P Bifulco, M Cesarelli… - Sensors, 2019 - mdpi.com
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 …

Real-time hand gesture recognition using surface electromyography and machine learning: A systematic literature review

A Jaramillo-Yánez, ME Benalcázar… - Sensors, 2020 - mdpi.com
Today, daily life is composed of many computing systems, therefore interacting with them in
a natural way makes the communication process more comfortable. Human–Computer …

[HTML][HTML] Intelligent human computer interaction based on non redundant EMG signal

Y Sun, C Xu, G Li, W Xu, J Kong, D Jiang, B Tao… - Alexandria Engineering …, 2020 - Elsevier
Human computer interaction plays an increasingly important role in our life. People need
more intelligent, concise and efficient human-computer interaction. It is of great significance …

Hand gesture recognition based on convolution neural network

G Li, H Tang, Y Sun, J Kong, G Jiang, D Jiang, B Tao… - Cluster …, 2019 - Springer
Due to the complexity issue of the hand gesture recognition feature extraction, for example
the variation of the light and background. In this paper, the convolution neural network is …

Multi‐Electrode Printed Bioelectronic Patches for Long‐Term Electrophysiological Monitoring

M Reis Carneiro, C Majidi… - Advanced Functional …, 2022 - Wiley Online Library
A novel architecture of materials and fabrication techniques is proposed that serves as a
universal method for implementation of thin‐film biostickers for high resolution …

Robust hand gesture recognition with a double channel surface EMG wearable armband and SVM classifier

M Tavakoli, C Benussi, PA Lopes, LB Osorio… - … Signal Processing and …, 2018 - Elsevier
Integration of surface EMG sensors as an input source for Human Machine Interfaces (HMIs)
is getting an increasing attention due to their application in wearable devices such as …

Biosignal-based human–machine interfaces for assistance and rehabilitation: A survey

D Esposito, J Centracchio, E Andreozzi, GD Gargiulo… - Sensors, 2021 - mdpi.com
As a definition, Human–Machine Interface (HMI) enables a person to interact with a device.
Starting from elementary equipment, the recent development of novel techniques and …

Soft bioelectronic stickers: selection and evaluation of skin‐interfacing electrodes

PA Lopes, D Vaz Gomes… - Advanced …, 2019 - Wiley Online Library
Surface biopotentials collected from the human epidermis contain important information
about human physiology, such as muscular, heart, and brain activities. However …

Real-time hand gesture recognition using the Myo armband and muscle activity detection

ME Benalcázar, C Motoche, JA Zea… - 2017 IEEE second …, 2017 - ieeexplore.ieee.org
Hand gesture recognition consists of identifying the class and the instant of occurrence of a
given movement of the hand. The solutions to this problem have many applications in …

Fully untethered battery-free biomonitoring electronic tattoo with wireless energy harvesting

J Alberto, C Leal, C Fernandes, PA Lopes, H Paisana… - Scientific reports, 2020 - nature.com
Bioelectronics stickers that interface the human epidermis and collect electrophysiological
data will constitute important tools in the future of healthcare. Rapid progress is enabled by …