STATISTICALLY ISOTROPIC TENSOR RANDOM FIELDS: CORRELATION STRUCTURES

被引:14
|
作者
Malyarenko, Anatoliy [1 ]
Ostoja-Starzewski, Martin [2 ]
机构
[1] Malardalen Univ, Div Appl Math, Box 883,Hogskoleplan 1, SE-72123 Vasteras, Sweden
[2] Univ Illinois, Dept Mech Sci & Engn, Urbana, IL 61801 USA
基金
美国国家科学基金会;
关键词
isotropic tensor random field; group representation; Godunov-Gordienko coefficients;
D O I
10.2140/memocs.2014.2.209
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Let V be a real finite-dimensional vector space. We introduce some physical problems that may be described by V-valued homogeneous and isotropic random fields on R-3. We propose a general method for calculation of expectations and two-point correlation functions of such fields. Our results are equivalent to classical results by Robertson, when V = R-3, and those by Lomakin, when V is the space of symmetric second-rank tensors over R-3. Our solution involves an analogue of the classical Clebsch-Gordan coefficients.
引用
收藏
页码:209 / 231
页数:23
相关论文
共 50 条
  • [41] Isotropic random fields with infinitely divisible marginal distributions
    Wang, Fangfang
    Leonenko, Nikolai
    Ma, Chunsheng
    STOCHASTIC ANALYSIS AND APPLICATIONS, 2018, 36 (02) : 189 - 208
  • [42] Covariance Matrix Functions of Isotropic Vector Random Fields
    Wang, Renxiang
    Du, Juan
    Ma, Chunsheng
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2014, 43 (10-12) : 2081 - 2093
  • [43] RESPONSE OF ELASTIC STRUCTURES TO STATISTICALLY CORRELATED MULTIPLE RANDOM EXCITATIONS
    TRUBERT, MRP
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1963, 35 (07): : 1009 - &
  • [44] Locally lattice sampling designs for isotropic random fields
    Stein, ML
    ANNALS OF STATISTICS, 1995, 23 (06): : 1991 - 2012
  • [45] Asymptotics for isotropic Hilbert-valued random fields
    Caponera, Alessia
    BERNOULLI, 2024, 30 (03) : 1723 - 1745
  • [46] EMPIRICAL SPECTRAL ANALYSIS OF HOMOGENEOUS AND ISOTROPIC RANDOM FIELDS
    ALEKSEEV, VG
    TEORIYA VEROYATNOSTEI I YEYE PRIMENIYA, 1973, 18 (02): : 280 - 288
  • [47] Random-Time Isotropic Fractional Stable Fields
    Paul Jung
    Journal of Theoretical Probability, 2014, 27 : 618 - 633
  • [48] Estimating deformations of isotropic Gaussian random fields on the plane
    Anderes, Ethan B.
    Stein, Michael L.
    ANNALS OF STATISTICS, 2008, 36 (02): : 719 - 741
  • [49] Charged Particle Diffusion in Isotropic Random Magnetic Fields
    Subedi, P.
    Sonsrettee, W.
    Blasi, P.
    Ruffolo, D.
    Matthaeus, W. H.
    Montgomery, D.
    Chuychai, P.
    Dmitruk, P.
    Wan, M.
    Parashar, T. N.
    Chhiber, R.
    ASTROPHYSICAL JOURNAL, 2017, 837 (02):
  • [50] Random-Time Isotropic Fractional Stable Fields
    Jung, Paul
    JOURNAL OF THEORETICAL PROBABILITY, 2014, 27 (02) : 618 - 633