Title :
Evaluation of an eye gaze point detection method using VEP elicited by multi-pseudorandom stimulation for brain computer interface
Author_Institution :
Waseda Univ., Saitama
Abstract :
A method for detecting eye gaze point using visual evoked potentials (VEPs) elicited by pseudorandom stimuli was examined. Prototype system which would be a practical brain computer interface is established and evaluated. Four luminance modulated red characters based on four different pseudorandom binary sequences (PRBS) of 5.11 seconds were simultaneously presented on a monitor, and the cross correlation functions (kernels) of VEPs and each PRBS were calculated and used to determine the subject´s gazed target. In an experiment with subjects with normal vision, their gazed target was obtained from VEPs within 7 seconds, and the mean error rate of detection was 22%. Results indicated that this technique could be useful as a practical brain computer interface system.
Keywords :
binary sequences; biomedical measurement; electroencephalography; eye; medical computing; medical signal detection; neurophysiology; user interfaces; visual evoked potentials; EEG; brain computer interface; cross correlation functions; eye gaze point detection; luminance modulated red characters; multipseudorandom stimulation; pseudorandom binary sequences; pseudorandom stimuli; vision; visual evoked potentials; Binary sequences; Brain computer interfaces; Communication channels; Computerized monitoring; Electroencephalography; Error analysis; Kernel; Nonlinear systems; Prototypes; Signal analysis; Brain; Evoked Potentials, Visual; Fixation, Ocular; Humans; Photic Stimulation; Reproducibility of Results; User-Computer Interface; Vision, Ocular; Visual Cortex;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353478