Title :
An EEG-based Real-time Cortical Rhythmic Activity Monitoring System: A Pilot Study
Author :
Han-Jeong Hwang ; Huije Che ; Chang-Hwan Im
Author_Institution :
Yonsei Univ., Wonju
Abstract :
This paper introduces an electroencephalography (EEG)-based, real-time, cortical rhythmic activity monitoring system which can monitor spatiotemporal changes of cortical rhythmic activity on a subject´s cortical surface, with a high temporal resolution. In the monitoring system, a frequency domain inverse operator is preliminarily constructed, based on the subject´s anatomical information and sensor arrangement, and then spectral current power at each cortical vertex is calculated for the Fourier transforms of successive sections of continuous data, when a particular frequency band is given. The first pilot system was applied to two human experiments: (1) cortical alpha rhythm changes induced by opening and closing eyes and (2) cortical mu rhythm changes originated from arm movements, demonstrating the feasibility of the system.
Keywords :
bioelectric potentials; electroencephalography; neurophysiology; patient monitoring; real-time systems; EEG; Fourier transforms; anatomical information; cortical rhythmic activity monitoring; cortical surface; electroencephalography; frequency domain inverse operator; real-time monitoring system; sensor arrangement; Electroencephalography; Eyes; Fourier transforms; Frequency domain analysis; Humans; Monitoring; Real time systems; Rhythm; Sensor systems; Spatiotemporal phenomena; Brain Mapping; Cerebral Cortex; Electroencephalography; Fourier Analysis; Humans; Imaging, Three-Dimensional; Pilot Projects; Signal Processing, Computer-Assisted;
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.2007.4353312