Title :
Reconstruction process of the Berkner transform: application to scale range determination in a genioglossal EMG reflex time-scale detector
Author :
Gumery, Pierre-Yves ; Meignen, Sylvain ; Roux-Buisson, Herve ; Aithocine, Elise ; Levy, Patrick
Author_Institution :
TIMC Lab., Univ. Joseph Fourier, Grenoble, France
Abstract :
The continuous wavelet transform (CWT) is widely used in biomedical signal event detection processes. The Berkner transform is an approximation of a CWT that is based on a hierarchical scheme similar to discrete wavelet transform. As a contribution to this novel approach we propose an original reconstruction formula of the decomposition. We used the Berkner transform to propose an adaptive method for scale range determination in a surface EMG reflex detector of the genioglossal muscle. Scale range determination is based on a numerical criterion using the original reconstruction formula.
Keywords :
biomedical measurement; discrete wavelet transforms; electromyography; medical signal detection; medical signal processing; Berkner transform; adaptive method; biomedical signal event detection processes; continuous wavelet transform; discrete wavelet transform; genioglossal EMG reflex time-scale detector; genioglossal muscle; hierarchical scheme; reconstruction formula; reconstruction process; scale range determination; Continuous wavelet transforms; Detectors; Discrete transforms; Discrete wavelet transforms; Electromyography; Event detection; Muscles; Signal detection; Signal processing; Surface reconstruction;
Conference_Titel :
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
Print_ISBN :
0-7803-7789-3
DOI :
10.1109/IEMBS.2003.1280449