@article{
 title = {Gyroscope-Driven Mouse Pointer with an EMOTIV® EEG Headset and Data Analysis Based on Empirical Mode Decomposition},
 type = {article},
 year = {2013},
 keywords = {Electroencephalographic signals,Empirical mode decomposition,Gyroscope-driven,Kalman filter},
 pages = {10561-10583},
 volume = {13},
 websites = {http://www.mdpi.com/1424-8220/13/8/10561},
 month = {8},
 day = {14},
 id = {11e9a836-bc49-353c-9ffb-f9a62df4366c},
 created = {2022-08-29T17:42:52.451Z},
 file_attached = {false},
 profile_id = {940dd160-7d67-3a5f-b9f8-935da0571367},
 group_id = {92fccab2-8d44-33bc-b301-7b94bb18523c},
 last_modified = {2022-08-29T17:42:52.451Z},
 read = {false},
 starred = {false},
 authored = {false},
 confirmed = {true},
 hidden = {false},
 private_publication = {false},
 abstract = {This 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. © 2013 by the authors; licensee MDPI, Basel, Switzerland.},
 bibtype = {article},
 author = {Rosas-Cholula, Gerardo and Ramirez-Cortes, Juan and Alarcon-Aquino, Vicente and Gomez-Gil, Pilar and Rangel-Magdaleno, Jose and Reyes-Garcia, Carlos},
 doi = {10.3390/s130810561},
 journal = {Sensors},
 number = {8}
}

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