Skip to main content

Some Applications of Fractional Brownian Motion to Linear Systems

  • Chapter
System Theory

Part of the book series: The Springer International Series in Engineering and Computer Science ((SECS,volume 518))

Abstract

Some methods of stochastic calculus for fractional Brownian motion are applied to some problems described by linear stochastic differential equations with fractional Brownian motion. Explicit solutions are given to these equations, some asymptotic moments of the solution are computed and some unknown parameters in these equations are identified by a family of strongly consistent estimators.

Research partially supported by NSF Grant DMS 9623439.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. L. Arnold, Stochastic Differential Equations: Theory and Applications, J. Wiley, 1974.

    MATH  Google Scholar 

  2. L. Decreusefond, A. S. Üstünel, “Stochastic analysis of the fractional Brownian motion,” Potential Analysis, to appear.

    Google Scholar 

  3. T. E. Duncan, Y. Hu, B. Pasik-Duncan, “Stochastic calculus for fractional Brownian motion. I: Theory,” SIAM J. Control Optim., 1999.

    Google Scholar 

  4. G. Gripenberg, I. Norros, “On the prediction of fractional Brownian motion,” J. Appl. Prob., 33, 1996, pp. 400–410.

    Article  MathSciNet  MATH  Google Scholar 

  5. H. Holden, B. Øksendal, J. Ubrøe, T. S. Zhang, Stochastic Partial Differential Equations, a Modeling, White Noise Functional Analysis, Birkhäuser, 1996.

    Google Scholar 

  6. G. A. Hunt, “Random Fourier transform,” Trans. Amer. Math. Soc., 71, 1951, pp. 38–69.

    Article  MathSciNet  MATH  Google Scholar 

  7. H. E. Hurst, “Long-term storage capacity in reservoirs,” Trans. Amer. Soc. Civil Eng., 116, 1951, pp. 400–410.

    Google Scholar 

  8. H. E. Hurst, “Methods of using long-term storage in reservoirs,” Proc. Inst. Civil Engineers, Part I, Chapter 5, 1956, pp. 519–590.

    Google Scholar 

  9. A. N. Kolmogorov, “Wienersche Spiralen und einige andere interessante Kurven im Hilbertschen Raum,” C. R. (Doklady) Acad. Sci. URSS (N.S.), 26, 1940, pp. 115–118.

    MathSciNet  Google Scholar 

  10. W. Leland, M. Taqqu, W. Willinger, D. Wilson, “On the self-similar nature of ethernet traffic (Extended version),” IEEE/ACM Trans. Networking, 2, 1994, pp. 1–15.

    Article  Google Scholar 

  11. B. B. Mandelbrot, “The variation of certain speculative prices,” Journal of Business, 36, 1963, pp. 394–419. Reprinted in P. H. Cootner, ed., The Random Character of Stock Marker Prices, (Cambridge Mass.: MIT Press, 1964), pp. 297–337.

    Google Scholar 

  12. B. B. Mandelbrot, J. W. Van Ness, “Fractional Brownian motion, fractional noises and applications,” SIAM Rev., 10, 1968, pp. 422–437.

    Article  MathSciNet  MATH  Google Scholar 

  13. P. Mandl, Elements of Stochastic Analysis, Kybernetika, Academia, Praha, 1978.

    Google Scholar 

  14. L. C. G. Rogers, “Arbitrage with fractional Brownian motion,” Math. Finance, 7, 1997, pp. 95–105.

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2000 Springer Science+Business Media New York

About this chapter

Cite this chapter

Duncan, T.E. (2000). Some Applications of Fractional Brownian Motion to Linear Systems. In: Djaferis, T.E., Schick, I.C. (eds) System Theory. The Springer International Series in Engineering and Computer Science, vol 518. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-5223-9_7

Download citation

  • DOI: https://doi.org/10.1007/978-1-4615-5223-9_7

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4613-7380-3

  • Online ISBN: 978-1-4615-5223-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics