Title :
A hybrid platform based on EOG and EEG signals to restore communication for patients afflicted with progressive motor neuron diseases
Author :
Usakli, A.B. ; Gurkan, S. ; Aloise, F. ; Vecchiato, G. ; Babiloni, F.
Author_Institution :
Tech. Sci. Dept., NCO Acad., Balikesir, Turkey
Abstract :
An efficient alternative channel for communication without overt speech and hand movements is important to increase the quality of life for patients suffering from Amiotrophic Lateral Sclerosis or other illnesses that prevent correct limb and facial muscular responses. Often, such diseases leave the ocular movements preserved for a relatively long time. The aim of this study is to present a new approach for the hybrid system which is based on the recognition of electrooculogram (EOG) and electroencephalogram (EEG) measurements for efficient communication and control. As a first step we show that the EOG-based side of the system for communication and controls is useful for patients. The EOG side of the system has been equipped with an interface including a speller to notify of messages. A comparison of the performance of the EOG-based system has been made with a BCI system that uses P300 waveforms. As a next step, we plan to integrate EOG and EEG sides. The final goal of the project is to realize a unique noninvasive device able to offer the patient the partial restoration of communication and control abilities with EOG and EEG signals.
Keywords :
diseases; electro-oculography; electroencephalography; handicapped aids; medical control systems; medical signal detection; medical signal processing; EEG signals; EOG signals; amiotrophic lateral sclerosis; communication ability restoration; control ability restoration; efficient alternative communication channel; electroencephalogram; electrooculogram; facial muscular response; hybrid platform; limb muscular response; noninvasive device; ocular movements; progressive motor neuron diseases; quality of life; Communication Aids for Disabled; Communication Disorders; Electroencephalography; Electrooculography; Equipment Design; Equipment Failure Analysis; Humans; Motor Neuron Disease; Signal Processing, Computer-Assisted; Systems Integration; Therapy, Computer-Assisted; Treatment Outcome; User-Computer Interface;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5333742