Title :
Comparison of detection methods: application to K-complex detection in sleep EEG
Author :
Henry, Didier ; Sauter, Dominique ; Caspary, Olivier
Author_Institution :
Centre de Recherche en Autom., Nancy I Univ., France
Abstract :
Detection of a particular event with a known pattern in a noisy signal is the subject considered here. The authors´ purpose is to compare three events detection methods based on matched filtering, decomposition in a set of orthonormal functions and wavelets analysis. The application which is considered here concerns K-complex detection in sleep EEG signals
Keywords :
electroencephalography; K-complex detection; decomposition; detection methods comparison; events detection methods; matched filtering; orthonormal functions set; sleep EEG; Additive noise; Electroencephalography; Event detection; Filtering; Humans; Integrated circuit noise; Matched filters; Sleep; Testing; Wavelet analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-2050-6
DOI :
10.1109/IEMBS.1994.415401
