Concepedia

Electromyography-controlled car: A proof of concept based on surface electromyography, Extreme Learning Machines and low-cost open hardware

Rafaela Covello de Freitas, Rodrigo Vinícius de Almeida Alves, Abel Guilhermino da Silva Filho, Ricardo E. de Souza, Byron Leite Dantas Bezerra, Wellington Pinheiro dos Santos

Computers & Electrical Engineering · 2018 · 24 citations · 17 references

Concepts

EngineeringAutomotive EngineeringMechanical EngineeringMachine LearningMechatronicsRoboticsBody ElectronicsElectromechanical SystemsElectromyogram AnalysisMotor System ModelingMuscle Signal ProcessingElectromyographic Pattern AnalysisElectromyographyElectromyography InputElectromyography Signal AcquisitionElectromyography Signal ModelingMachine Learning-based ControlOpen Source HardwareSurface Electromyography

References

17

Extreme learning machine: a new learning scheme of feedforward neural networks

Guang-Bin Huang, Qin‐Yu Zhu, Chee‐Kheong Siew · 2005 · 4.1K citations

Computing, Computer Science, Algorithms +10

Vision based hand gesture recognition for human computer interaction: a survey

Siddharth Swarup Rautaray, Anupam Agrawal · Artificial Intelligence Review · 2012 · 1.5K citations

Computing, Computer Science, Computer Systems +14

Myoelectric control systems—A survey

Mohammadreza Asghari Oskoei, Huosheng Hu · Biomedical Signal Processing and Control · 2007 · 1.2K citations

Engineering, Bioengineering, Electrical Engineering +12

Classification of the myoelectric signal using time-frequency based representations

Kevin Englehart, B. Hudgins, P.A. Parker et al. · Medical Engineering & Physics · 1999 · 638 citations

Engineering, Biomedical Engineering, Electrical Engineering +12

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

Rami N. Khushaba, Sarath Kodagoda, Maen Takruri et al. · Expert Systems with Applications · 2012 · 325 citations

Medicine, Biomedical Engineering, Electrical Engineering +14