Recurrence Quantification Analysis and Principal Components in the Detection of Short Complex Signals

Details Recurrence Quantification Analysis and Principal Components in the Detection of Short Complex Signals Recurrence Quantification Analysis and Principal Components in the Detection of Short Complex Signals

1997-12-21

arxiv.org/abs/chao-dyn/9712017v1

Scheduled for Phys. Lett. A, 237(3), 131-135

Nonlinear Sciences

Chaotic Dynamics

10 pages, 3 figures; Elsevier preprint, elsart style; programs used for analysis available for download at http://homepages.lu

Scientific paper

10.1016/S0375-9601(97)00843-8

Recurrence plots were introduced to help aid the detection of signals in complicated data series. This effort was furthered by the quantification of recurrence plot elements. We now demonstrate the utility of combining recurrence quantification analysis with principal components analysis to allow for a probabilistic evaluation for the presence of deterministic signals in relatively short data lengths.

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