Recurrence plot analysis of nonstationary data: the understanding of curved patterns.
Recurrence plots of the calls of the Nomascus concolor (Western black crested gibbon) and Hylobates lar (White-handed gibbon) show characteristic circular, curved, and hyperbolic patterns superimposed to the main temporal scale of the signal. It is shown that these patterns are related to particular nonstationarities in the signal. Some of them can be reproduced by artificial signals like frequency modulated sinusoids and sinusoids with time divergent frequency. These modulations are too faint to be resolved by conventional time-frequency analysis with similar precision. Therefore, recurrence plots act as a magnifying glass for the detection of multiple temporal scales in slightly modulated signals. The detected phenomena in these acoustic signals can be explained in the biomechanical context by taking in account the role of the muscles controlling the vocal folds.
Facchini
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Dept. of Chemical and Biosystems Sciences, Siena University, Siena, Italy. a.facchini@unisi.it
Kantz
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H
Tiezzi
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E
D000465:Algorithms; D000818:Animals; D001683:Biological Clocks / Q000502:physiology; D003196:Computer Graphics; D003198:Computer Simulation; D006922:Hylobates / Q000502:physiology*; D008954:Models, Biological; D017711:Nonlinear Dynamics; D010363:Pattern Recognition, Automated / Q000379:methods*; D013018:Sound Spectrography / Q000379:methods*; D013269:Stochastic Processes; D014584:User-Computer Interface; D014828:Vocalization, Animal / Q000502:physiology*