Home | Contents | Submissions, editors, etc. | Login | Search | ECP
 Electronic Journal of Probability > Vol. 13 (2008) > Paper 38 open journal systems 


Self-similarity and fractional Brownian motion on Lie groups

Fabrice Baudoin, Institut de mathématiques, Toulouse
Laure Coutin, Universite Paris 5


Abstract
The goal of this paper is to define and study a notion of fractional Brownian motion on a Lie group. We define it as at the solution of a stochastic differential equation driven by a linear fractional Brownian motion. We show that this process has stationary increments and satisfies a local self-similar property. Furthermore the Lie groups for which this self-similar property is global are characterized.


Full text: PDF

Pages: 1120-1139

Published on: July 22, 2008


Bibliography
  1. Baudoin, Fabrice. An introduction to the geometry of stochastic flows.Imperial College Press, London, 2004. x+140 pp. ISBN: 1-86094-481-7 MR2154760 (2006f:60003)
  2. Baudoin, Fabrice; Coutin, Laure. Operators associated with a stochastic differential equation driven by fractional Brownian motions. Stochastic Process. Appl. 117 (2007), no. 5, 550--574. MR2320949 (2008c:60050)
  3. Ben Arous, Gérard. Flots et séries de Taylor stochastiques.(French) [Flows and stochastic Taylor series] Probab. Theory Related Fields 81 (1989), no. 1, 29--77. MR0981567 (90a:60106)
  4. Borell, Christer. On polynomial chaos and integrability. Probab. Math. Statist. 3 (1984), no. 2, 191--203. MR0764146 (87b:60006)
  5. Castell, Fabienne. Asymptotic expansion of stochastic flows. Probab. Theory Related Fields 96 (1993), no. 2, 225--239. MR1227033 (94g:60110)
  6. Cheridito, Patrick; Nualart, David. Stochastic integral of divergence type with respect to fractional Brownian motion with Hurst parameter $Hin(0,{1over2})$. Ann. Inst. H. Poincaré Probab. Statist. 41 (2005), no. 6, 1049--1081. MR2172209 (2006m:60051)
  7. Carmona, Philippe; Coutin, Laure; Montseny, Gérard. Stochastic integration with respect to fractional Brownian motion. Ann. Inst. H. Poincaré Probab. Statist. 39 (2003), no. 1, 27--68. MR1959841 (2003m:60095)
  8. L. Coutin, P Friz and N. Victoir, Good Rough Path Sequences ans Applications to Anticipating and Fractional Stochastic Calculus; preprint 2005
  9. L. Coutin, Z. Qian: Stochastic rough path analysis and fractional Brownian motion, Probab. Theory Relat. Fields textbf{122}, 108-140, (2002).
  10. Decreusefond, L.; Üstünel, A. S. Stochastic analysis of the fractional Brownian motion. Potential Anal. 10 (1999), no. 2, 177--214. MR1677455 (2000b:60133)
  11. Friz P., Victoir N. (2006): Euler estimates for rough differential equations, preprint.
  12. M. Gradinaru, I. Nourdin, F. Russo, P. Vallois: m-order integrals and generalized It^o's formula: the case of fractional Brownian motion with any Hurst parameter, To appear in Ann. Inst. H. Poincare.
  13. Hunt G.A.: Markov processes and potentials: textbf{I},textbf{II},textbf{III}, Illinois J. Math, 1, 44-93, 316-369 (1957); 2, 151-213, (1958).
  14. Itô, Kiyosi. Stochastic differential equations in a differentiable manifold. Nagoya Math. J. 1, (1950). 35--47. MR0038596 (12,425g)
  15. Kunita, Hiroshi. Stochastic flows with self-similar properties. Stochastic analysis and applications (Powys, 1995), 286--300, World Sci. Publ., River Edge, NJ, 1996. MR1453139 (98j:60059)
  16. Kunita, Hiroshi. Asymptotic self-similarity and short time asymptotics of stochastic flows. J. Math. Sci. Univ. Tokyo 4 (1997), no. 3, 595--619. MR1484603 (99c:60118)
  17. Lawton, Wayne. Infinite convolution products and refinable distributions on Lie groups. Trans. Amer. Math. Soc. 352 (2000), no. 6, 2913--2936. MR1638258 (2000j:43002)
  18. Lejay, Antoine. An introduction to rough paths. Séminaire de Probabilités XXXVII, 1--59, Lecture Notes in Math., 1832, Springer, Berlin, 2003. MR2053040 (2005e:60120)
  19. X.D. Li, T. Lyons: Smoothness of Ito maps and simulated annealing on path spaces (I), $1
  20. Lyons, Terry J. Differential equations driven by rough signals. Rev. Mat. Iberoamericana 14 (1998), no. 2, 215--310. MR1654527 (2000c:60089)
  21. Lyons, Terry; Qian, Zhongmin. System control and rough paths.Oxford Mathematical Monographs. Oxford Science Publications.Oxford University Press, Oxford, 2002. x+216 pp. ISBN: 0-19-850648-1 MR2036784 (2005f:93001)
  22. Malliavin, Paul. Stochastic analysis.Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], 313. Springer-Verlag, Berlin, 1997. xii+343 pp. ISBN: 3-540-57024-1 MR1450093 (99b:60073)
  23. Nourdin, Ivan. Schémas d'approximation associés à une équation différentielle dirigée par une fonction höldérienne; cas du mouvement brownien fractionnaire.(French) [Approximation schemes associated with a differential equation governed by a Holder function; the case of fractional Brownian motion] C. R. Math. Acad. Sci. Paris 340 (2005), no. 8, 611--614. MR2138713 (2006b:60071)
  24. Nourdin, Ivan; Tudor, Ciprian A. Some linear fractional stochastic equations. Stochastics 78 (2006), no. 2, 51--65. MR2236631 (2007m:60167)
  25. Nualart, David; Rascanu, Aurel. Differential equations driven by fractional Brownian motion. Collect. Math. 53 (2002), no. 1, 55--81. MR1893308 (2003f:60105)
  26. Rogers, L. C. G.; Williams, David. Diffusions, Markov processes, and martingales. Vol. 2.Itô calculus.Reprint of the second (1994) edition.Cambridge Mathematical Library. Cambridge University Press, Cambridge, 2000. xiv+480 pp. ISBN: 0-521-77593-0 MR1780932 (2001g:60189)
  27. Strichartz, Robert S. The Campbell-Baker-Hausdorff-Dynkin formula and solutions of differential equations. J. Funct. Anal. 72 (1987), no. 2, 320--345. MR0886816 (89b:22011)
  28. Yamato, Yuiti. Stochastic differential equations and nilpotent Lie algebras. Z. Wahrsch. Verw. Gebiete 47 (1979), no. 2, 213--229. MR0523171 (82f:60143)
  29. Yosida, Kôsaku. On Brownian motion in a homogeneous Riemannian space. Pacific J. Math. 2, (1952). 263--270. MR0050817 (14,387f)
  30. Young, L. C. An inequality of the Hölder type, connected with Stieltjes integration. Acta Math. 67 (1936), no. 1, 251--282. MR1555421
  31. Zähle, M. Integration with respect to fractal functions and stochastic calculus. II. Math. Nachr. 225 (2001), 145--183. MR1827093 (2002e:60086)
















Research
Support Tool
Capture Cite
View Metadata
Printer Friendly
Context
Author Address
Action
Email Author
Email Others


Home | Contents | Submissions, editors, etc. | Login | Search | ECP

Electronic Journal of Probability. ISSN: 1083-6489