شماره ركورد كنفرانس :
3297
عنوان مقاله :
Generalized Phase Synchrony Using Fuzzified Johansen Test
عنوان به زبان ديگر :
Generalized Phase Synchrony Using Fuzzified Johansen Test
پديدآورندگان :
Ghanbari Zahra Biomedical Faculty Amirkabir University of Technology Tehran , Moradi Mohammad Hassan Biomedical Faculty Amirkabir University of Technology Tehran
كليدواژه :
Johansen test , fuzzy hypothesis testing , fuzzy statistics , fuzzy statistics , generalized phase synchrony , phase synchrony
عنوان كنفرانس :
نوزدهمين سمپوزيوم بين المللي هوش مصنوعي و پردازش سيگنال
چكيده لاتين :
Phase synchrony is a powerful measure of analyzing nonstationary signals. We propose a new measure of phase synchrony which is the modification of GePS based on the fuzzy hypothesis testing. Generalized phase synchrony (GePS) was proposed as a multivariate index based on the linear relationships between their instantaneous frequency laws. Assessing the phase synchrony within multivariate signals is accomplished by applying the Johansen test to their intrinsic mode functions. In this paper, we developed the fuzzy version of the Johansen test. Results on the synthetic signals demonstrate the superior performance of the proposed measure compared to the original version of GePS, especially in the case of fewer numbers of channels.
