Autores
Escamilla Ambrosio Ponciano Jorge
Título On the development of a simple EOG-based mouse with BCI technology applying Empirical Mode Decomposition and DWT
Tipo Congreso
Sub-tipo Memoria
Descripción 15th International Graphonomics Society Conference (IGS2011)
Resumen This paper presents an on-going project on the development of a simple cursor control emulating the typical operations of a computer-mouse, using Electrooculography signals (EOG) obtained indir ectly through a commercial 16-electrodes wireless headset originally used to acquired EEG signals. 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 spectral analysis. Empirical Mode Decomposition (EMD) technique is explored as a simple and quick computational tool, yet eff ective, aimed to the pulse detection in a noisy signal, as well as a validation method to distinguish between natural blinking and blinks for control. EMD is compared with a spectral analysis based on the Discrete Wavelet Transform (DWT). The experimental setup, some obtained results, and a comparison among the two used spectral analysis, are presented.
Observaciones
Lugar Cancún
País Mexico
No. de páginas
Vol. / Cap.
Inicio 2011-06-12
Fin 2011-06-15
ISBN/ISSN