2008
DOI: 10.1007/s11071-008-9359-x
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Fractional derivative reconstruction of forced oscillators

Abstract: Fractional derivatives are applied in the reconstruction, from a single observable, of the dynamics of a Duffing oscillator and a two-well experiment. The fractional derivatives of time series data are obtained in the frequency domain. The derivative fraction is evaluated using the average mutual information between the observable and its fractional derivative. The ability of this reconstruction method to unfold the data is assessed by the method of global false nearest neighbors. The reconstructed data is use… Show more

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Cited by 9 publications
(5 citation statements)
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References 37 publications
(52 reference statements)
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“…The more "fractured" an object, the larger is the value of the FD. Over the last two decades, FD has increasingly been applied to study a wide range of objects [5][6][7]. In biomedical imaging, FD is used as an indicator for the quantification of complexity of brain morphometry for normal adults and pathological studies.…”
Section: Introductionmentioning
confidence: 99%
“…The more "fractured" an object, the larger is the value of the FD. Over the last two decades, FD has increasingly been applied to study a wide range of objects [5][6][7]. In biomedical imaging, FD is used as an indicator for the quantification of complexity of brain morphometry for normal adults and pathological studies.…”
Section: Introductionmentioning
confidence: 99%
“…, and 0 1 , E E are material constants , ( ) q D f t is the Riemann-Liouville fractional derivative operator; which can be defined as [7]:…”
Section: Dynamic Equationmentioning
confidence: 99%
“…Thus, (5) can also be applied to the 3D information fractal dimension (FD A EBI ) for estimating the FD of the triangulated fetal cortical surface as…”
Section: Cortical Complexity Analysis Using 3d Information Fractal DImentioning
confidence: 99%
“…A more complex object has a larger FD. FD has been recognized as an extremely compact measure of the complexity of irregular objects, and has been increasingly studied in a wide range of fields and in relation to various applications [4][5][6]. In biomedical imaging, FD has been adopted as an index of brain complexity for normal adults and in pathological studies.…”
Section: Introductionmentioning
confidence: 99%