Gyroscope-Driven Mouse Pointer with an EMOTIVᴿ EEG Headset and Data Analysis Based on Empirical Mode Decomposition

dc.creatorGERARDO ROSAS CHOLULA
dc.creatorJUAN MANUEL RAMIREZ CORTES
dc.creatorVICENTE ALARCON AQUINO
dc.creatorMaría del Pilar Gómez Gil
dc.creatorJosé de Jesús Rangel Magdaleno
dc.creatorCARLOS ALBERTO REYES GARCIA
dc.date2013-08-14
dc.date.accessioned2023-07-25T16:25:26Z
dc.date.available2023-07-25T16:25:26Z
dc.identifierhttp://inaoe.repositorioinstitucional.mx/jspui/handle/1009/2351
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/7807527
dc.descriptionThis paper presents a project on the development of a cursor control emulating the typical operations of a computer-mouse, using gyroscope and eye-blinking electromyographic signals which are obtained through a commercial 16-electrode wireless headset, recently released by Emotiv. The cursor position is controlled using information from a gyroscope included in the headset. The clicks are generated through the user’s blinking with an adequate detection procedure based on the spectral-like technique called Empirical Mode Decomposition (EMD). EMD is proposed as a simple and quick computational tool, yet effective, aimed to artifact reduction from head movements as well as a method to detect blinking signals for mouse control. Kalman filter is used as state estimator for mouse position control and jitter removal. The detection rate obtained in average was 94.9%. Experimental setup and some obtained results are presented.
dc.formatapplication/pdf
dc.languageeng
dc.publisherSensors
dc.relationcitation:Rosas-Cholula, Gerardo, et al., (2013), Gyroscope-Driven Mouse Pointer with an EMOTIV® EEG Headset and Data Analysis Based on Empirical Mode Decomposition, Sensors, Vol. 13: 10561–10583
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rightshttp://creativecommons.org/licenses/by-nc-nd/4.0
dc.subjectinfo:eu-repo/classification/Inspec/Gyroscope-driven
dc.subjectinfo:eu-repo/classification/Inspec/Empirical mode decomposition
dc.subjectinfo:eu-repo/classification/Inspec/Kalman filter
dc.subjectinfo:eu-repo/classification/Inspec/Electroencephalographic signals
dc.subjectinfo:eu-repo/classification/cti/1
dc.subjectinfo:eu-repo/classification/cti/22
dc.subjectinfo:eu-repo/classification/cti/2203
dc.subjectinfo:eu-repo/classification/cti/2203
dc.titleGyroscope-Driven Mouse Pointer with an EMOTIVᴿ EEG Headset and Data Analysis Based on Empirical Mode Decomposition
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/acceptedVersion
dc.audiencestudents
dc.audienceresearchers
dc.audiencegeneralPublic


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