用于心脏信号处理的多小波设计

Multiwavelet design for cardiac signal processing.

作者信息

Peelers R L M, Karel J M H, Westra R L, Haddad S A P, Serdijn W A

机构信息

Dept. of Math., Maastricht Univ, Maastricht, The Netherlands.

出版信息

Conf Proc IEEE Eng Med Biol Soc. 2006;2006:1682-5. doi: 10.1109/IEMBS.2006.259733.

DOI:10.1109/IEMBS.2006.259733

PMID:17946917

Abstract

An approach for designing multiwavelets is introduced, for use in cardiac signal processing. The parameterization of the class of multiwavelets is in terms of associated FIR polyphase all-pass filters. Orthogonality and a balanced vanishing moment of order 1 are built into the parameterization. An optimization criterion is developed to associate the wavelets with different meaningful segments of a signal. This approach is demonstrated on the simultaneous detection of QRS-complexes and T-peaks in ECG signals.

摘要

介绍了一种用于心脏信号处理的多小波设计方法。多小波类别的参数化是根据相关的有限脉冲响应（FIR）多相全通滤波器进行的。参数化过程中内置了正交性和一阶平衡消失矩。开发了一种优化准则，以便将小波与信号的不同有意义段相关联。在心电图（ECG）信号中QRS复合波和T波峰的同时检测中展示了这种方法。