Skip to main content
Log in

On the Convex Hull and Winding Number of Self-Similar Processes

  • Published:
Journal of Mathematical Sciences Aims and scope Submit manuscript

It is well known that for a standard Brownian motion (BM) {B(t), t ≥ 0} with values in R d, its convex hull V (t) = conv{B(s), s ≤ t} with probability 1 for each t > 0 contains 0 as an interior point. We also know that the winding number of a typical path of a two-dimensional BM is equal to +∞. The aim of this paper is to show that these properties are not specifically “Brownian,” but hold for a much larger class of d-dimensional self-similar processes. This class contains, in particular, d-dimensional fractional Brownian motions and (concerning convex hulls) strictly stable Lévy processes. Bibliography: 10 titles.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

We’re sorry, something doesn't seem to be working properly.

Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.

References

  1. I. P. Cornfeld, S. V. Fomin, and Ya. G. Sinai, Ergodic Theory, Springer, Berlin–Heidelberg (1982).

    Book  MATH  Google Scholar 

  2. Yu. Davydov, “On convex hull of d-dimensional fractional Brownian motion,” Statist. Probab. Letters, 82, 37–39 (2012).

    Article  MathSciNet  MATH  Google Scholar 

  3. S. N. Evans, “On the Hausdorff dimension of Brownian cone points,” Math. Proc. Cambridge Philos. Soc., 98, 343–353 (1985).

    Article  MathSciNet  MATH  Google Scholar 

  4. F. Lavancier, A. Philippe, and D. Surgailis, “Covariance function of vector self-similar process,”arXiv:0906.4541v2 (2009).

  5. R. Mansuy and M. Yor, Aspects of Brownian Motion. Springer, Berlin–Heidelberg (2008).

    Book  MATH  Google Scholar 

  6. A. Račkauskas and Ch. Suquet, “Operator fractional Brownian motion as limit of polygonal lines processes in Hilbert space,” Stochast. Dynam., 11, 1–22 (2011).

    Article  MathSciNet  MATH  Google Scholar 

  7. G. Samorodnitsky and M. S. Taqqu, Stable non-Gaussian Random Processes, Chapman and Hall, New York (1994).

    MATH  Google Scholar 

  8. Y. Xiao, “Recent developments on fractal properties of Gaussian random fields,” in: J. Barral and S. Seuret (eds.), Further Developments in Fractals and Related Fields, Springer, New York (2013), pp. 255–288.

    Chapter  Google Scholar 

  9. Y. Xiao, “Hölder conditions for the local times and the Hausdorff measure of the level sets of Gaussian random fields,” Probab. Theory Relat. Fields, 109, 129–157 (1997).

    Article  MATH  Google Scholar 

  10. R. C. Dalang, C. Mueller, and Y. Xiao, “Polarity of points for Gaussian random fields,” arXiv:1505.05417v1 (2015).

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yu. Davydov.

Additional information

Published in Zapiski Nauchnykh Seminarov POMI, Vol. 441, 2015, pp. 154–162.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Davydov, Y. On the Convex Hull and Winding Number of Self-Similar Processes. J Math Sci 219, 707–713 (2016). https://doi.org/10.1007/s10958-016-3140-3

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10958-016-3140-3

Navigation