Human–Machine Interface: Multiclass Classification by Machine Learning on 1D EOG Signals for the Control of an Omnidirectional Robot

People with severe disabilities require assistance to perform their routine activities; a Human–Machine Interface (HMI) will allow them to activate devices that respond according to their needs. In this work, an HMI based on electrooculography (EOG) is presented, the instrumentation is placed on por...

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Hlavní autoři:	Francisco David Pérez-Reynoso, Liliam Rodríguez-Guerrero, Julio César Salgado-Ramírez, Rocío Ortega-Palacios
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-08-01
Edice:	Sensors
Témata:	EOG one hot encoding machine learning omnidirectional robot
On-line přístup:	https://www.mdpi.com/1424-8220/21/17/5882
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