CHARACTERIZING EXPERIMENTAL TIME-SERIES USING LOCAL INTRINSIC DIMENSION

被引:6
作者
BUZUG, TM [1 ]
VONSTAMM, J [1 ]
PFISTER, G [1 ]
机构
[1] CHRISTIAN ALBRECHTS UNIV KIEL,INST ANGEW PHYS,D-24098 KIEL,GERMANY
关键词
D O I
10.1016/0375-9601(95)00289-F
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Experimental strange attractors are analysed with the averaged local intrinsic dimension proposed by A. Passamante et al. [Phys. Rev. A 39 (1989) 3640] which is based on singular value decomposition of local trajectory matrices. The results are compared to the values of Kaplan-Yorke and the correlation dimension. The attractors, reconstructed with Takens delay time coordinates from scalar velocity time series, are measured in the hydrodynamic Taylor-Couette system. A period doubling route towards chaos obtained from a very short Taylor-Couette cylinder yields a sequence of experimental time series where the local intrinsic dimension is applied.
引用
收藏
页码:183 / 190
页数:8
相关论文
共 35 条
[1]  
[Anonymous], 1988, DIRECTIONS CHAOS
[2]  
BROCKER T, 1982, INTRO DIFFERENTIAL T
[3]  
Broomhead D. S., 1987, Chaos, Noise and Fractals, P15
[4]   TOPOLOGICAL DIMENSION AND LOCAL COORDINATES FROM TIME-SERIES DATA [J].
BROOMHEAD, DS ;
JONES, R ;
KING, GP .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (09) :L563-L569
[5]   EXTRACTING QUALITATIVE DYNAMICS FROM EXPERIMENTAL-DATA [J].
BROOMHEAD, DS ;
KING, GP .
PHYSICA D, 1986, 20 (2-3) :217-236
[6]   TIME-SERIES ANALYSIS [J].
BROOMHEAD, DS ;
JONES, R .
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON SERIES A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1989, 423 (1864) :103-121
[7]   OPTIMAL DELAY TIME AND EMBEDDING DIMENSION FOR DELAY-TIME COORDINATES BY ANALYSIS OF THE GLOBAL STATIC AND LOCAL DYNAMIC BEHAVIOR OF STRANGE ATTRACTORS [J].
BUZUG, T ;
PFISTER, G .
PHYSICAL REVIEW A, 1992, 45 (10) :7073-7084
[8]   OPTIMAL RECONSTRUCTION OF STRANGE ATTRACTORS FROM PURELY GEOMETRICAL ARGUMENTS [J].
BUZUG, T ;
REIMERS, T ;
PFISTER, G .
EUROPHYSICS LETTERS, 1990, 13 (07) :605-610
[9]   COMPARISON OF ALGORITHMS CALCULATING OPTIMAL EMBEDDING PARAMETERS FOR DELAY TIME COORDINATES [J].
BUZUG, T ;
PFISTER, G .
PHYSICA D, 1992, 58 (1-4) :127-137
[10]   CHARACTERIZATION OF PERIOD-DOUBLING SCENARIOS IN TAYLOR-COUETTE FLOW [J].
BUZUG, T ;
VONSTAMM, J ;
PFISTER, G .
PHYSICAL REVIEW E, 1993, 47 (02) :1054-1065