Title :
The New Magnitude-Squared Coherence Functions and Their Properties Sensitive to Phase
Author :
Xie, Z.X. ; Zhong, X.F. ; Xie, D.M. ; Ma, H.X. ; Liu, Y.H. ; Li, H. ; Wang, Z.F.
Author_Institution :
Dept. of Biomed. Eng., Chongqing Univ. of Medical Sci.
Abstract :
Based on the core theorem of the frequency domain coherence in signal processing, called as double spectral theorem, we presented the two types of new magnitude-squared coherence function (MSCFs) in order to extract the coherence between two signals and gave the conditions that they are equal to 1 or 0. Here, we further studied their properties sensitive to initial phases of two signals and phase difference between two signals. Studying demonstrated that the two type MSCFs not only reflect frequency domain coherence of two signals, but also reflect phase relationship between two signals. One is sensitive to the phase difference between two signals and the other is either sensitive to the initial phases or phase difference between two signals. We call the properties as their properties sensitive to phase
Keywords :
frequency-domain analysis; medical signal processing; core theorem; double spectral theorem; frequency domain coherence; magnitude-squared coherence functions; phase difference; phase sensitivity; signal processing; Autocorrelation; Biomedical engineering; Biomedical signal processing; Convolution; Data mining; Frequency domain analysis; Signal processing;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1615519