EMG hand gesture classification using handcrafted and deep features

JM Fajardo, O Gomez, F Prieto - Biomedical Signal Processing and Control, 2021 - Elsevier
Currently, electromyographic (EMG) signal gesture recognition is performed with devices of
many channels. Each channel gives a signal that must be filtered and processed, which …

[PDF][PDF] Surface electromyography signal processing and application: A review

AN Norali, M Som, J Kangar-Arau - Proceedings of the International …, 2009 - academia.edu
Electromyography (EMG) is a study of muscles function through analysis of electrical activity
produced from muscles. This electrical activity which is displayed in form of signal is the …

[PDF][PDF] EMG-based robot control interfaces: past, present and future

P Artemiadis - Advances in Robotics & Automation, 2012 - pdfs.semanticscholar.org
Robots are now more than ever capable of performing a plethora of demanding tasks.
However, as the presence of robotic technologies in everyday life grows rapidly, the role of …

SLAM algorithm applied to robotics assistance for navigation in unknown environments

FA Auat Cheein, N Lopez, CM Soria… - … of neuroengineering and …, 2010 - Springer
Background The combination of robotic tools with assistance technology determines a
slightly explored area of applications and advantages for disability or elder people in their …

[PDF][PDF] Review of surface electromyogram signals: its analysis and applications

A Goen, DC Tiwari - International Journal of Electrical and …, 2013 - researchgate.net
Electromyography (EMG) is the study of muscles function through analysis of electrical
activity produced from muscles. This electrical activity which is displayed in the form of signal …

Acquisition of hovering by actual UAV using reinforcement learning

T Sugimoto, M Gouko - 2016 3rd International Conference on …, 2016 - ieeexplore.ieee.org
In this study, we applied reinforcement learning to actual quadrotor unmanned aerial
vehicles (UAVs). It is expected that UAVs will contribute to multiple fields (eg, rescue, sports …

An EMG enhanced impedance and force control framework for telerobot operation in space

N Wang, C Yang, MR Lyu, Z Li - 2014 IEEE Aerospace …, 2014 - ieeexplore.ieee.org
Tele-operation is a merging point of modern developments in robotics and communications
technologies. Both traditional applications (eg, mining) and emerging domains (eg …

[PDF][PDF] Flexion Angle Estimation from Single Channel Forearm EMG Signals using Effective Features.

M Hamzi, M Boumehraz, R HASSANI - Electrotehnica, Electronica …, 2023 - eea-journal.ro
Electromyography (EMG) records the electrical activity generated by skeletal muscles,
offering valuable insights into muscle function and movement. To address the complexity of …

Bio-mimetic behaviour of IPMC artificial muscle using EMG signal

RK Jain, S Datta, S Majumder… - … on Advances in …, 2010 - ieeexplore.ieee.org
Assistive devices such as prosthetic and orthotic devices as well as micro robotic arm can
perform similar operation of a human arm when these are actuated by muscle power. The …

Maneuverability strategy for assistive vehicles navigating within confined spaces

FA Cheein, C De la Cruz… - International Journal of …, 2011 - journals.sagepub.com
In this work, a path planning strategy for both a car-like and a unicycle type assistive
vehicles is presented. The assistive vehicles are confined to restricted environments. The …