DocumentCode :
706319
Title :
A new beamforming approach for the localisation of event related potentials
Author :
Spyrou, Loukianos ; Sanei, Saeid
Author_Institution :
Centre of Digital Signal Process., Cardiff Univ., Cardiff, UK
fYear :
2007
fDate :
3-7 Sept. 2007
Firstpage :
2489
Lastpage :
2493
Abstract :
The ERP signals describe the concentrated electrical activity of the brain in response to an external event. ERPs exhibit variations in latency, strength and location between various instances of the same event. Also, different population groups can show similarities in the characteristics of their ERPs and this fact is used by clinicians in diagnosis and monitoring of some specific psychiatric diseases. In this paper, we model the ERP components as transient spikes and use them as reference signals. We employ a novel localisation procedure utilising spatial notch filters and the information from the modelled ERP. The algorithm accurately localises the ERP sources within a noisy environment.
Keywords :
electroencephalography; medical signal processing; notch filters; spatial filters; ERP signals; concentrated electrical activity; event related potentials; reference signals; spatial notch filters; transient spikes; Algorithm design and analysis; Brain modeling; Electroencephalography; Mathematical model; Signal processing algorithms; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2007 15th European
Conference_Location :
Poznan
Print_ISBN :
978-839-2134-04-6
Type :
conf
Filename :
7099256
Link To Document :
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