DocumentCode :
443299
Title :
Recent advances in EEG monitoring for general anaesthesia, altered states of consciousness and sports performance science
Author :
Griffiths, M.J. ; Grainger, P. ; Cox, M.V. ; Preece, A.W.
Author_Institution :
Div. of Oncology, Bristol Univ., UK
fYear :
2005
fDate :
3-4 Nov. 2005
Firstpage :
1
Lastpage :
5
Abstract :
A novel approach for electroencephalogram (EEG) processing is presented. Along with the theoretical development of stochastic signal processing techniques, three application areas are suggested: general anaesthesia monitoring, altered states of consciousness e.g. hypnosis/sedation and sports performance medicine e.g. training to be in "the zone". A number of methods already exist to analyze EEG signals. However, they are generally considered to be difficult to interpret and suffer from lack of noise immunity. Spectral analysis certainly aids interpretation but most methods employing the Fast Fourier Transform (FFT) suffer from some well known drawbacks, such as spectral leakage and cross modulation. The method developed here is a modified form of the auto-correlation Yule-Walker algorithm we have named the Bristol Process. It has been found to be stable and able to recover rapidly from even large scale electromagnetic interference (such as surgical diathermy) and from electrical artefacts induced by eye-blinks and body movement. This novel approach permits stable calculation of power relative to total power (an index) at any chosen frequency or frequency band and makes interpretation of EEG easier. Continuous recording of an index (trend) for immediate or post-event review improves interpretation and may be used in association with video recording of sports performance. Future developments are planned with a commercial organisation.
Keywords :
biomechanics; electroencephalography; electromagnetic interference; fast Fourier transforms; medical signal processing; patient monitoring; psychology; spectral analysis; stochastic processes; Bristol process; EEG monitoring; FFT; auto-correlation Yule-Walker algorithm; body movement; consciousness state; cross modulation; electrical artefacts; electroencephalogram processing; electromagnetic interference; eye-blinks; fast Fourier transform; frequency band; general anaesthesia; hypnosis; sedation; spectral analysis; spectral leakage; sports performance; stochastic signal processing technique; surgical diathermy; video recording;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Medical Applications of Signal Processing, 2005. The 3rd IEE International Seminar on (Ref. No. 2005-1119)
Conference_Location :
IET
Print_ISBN :
0-86341-570-9
Type :
conf
Filename :
1543105
Link To Document :
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