Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
We consider a stochastic model of changing random loads of information flows. The basic random process we exploit is a Double Stochastic Poisson process which manages the change points of the random loads. This Double Stochastic Poisson process is equipped with a Gamma distributed random intensity. The shape parameter of the random intensity equals 2-2H, where 1/2 < H < 1 is the Hurst constant for the corresponding long memory self-similarity. We consider pathwise integral of such kind random load process. Turning to infinity jointly the scale parameter of the random intensity and the variance of the random loads we obtain in a limit a random process with continuous piecewise linear trajectories. Such limit process has the covariance which explicitly coincides with the fractional Brownian motion covariance.
| Original language | English |
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| Title of host publication | Proceedings - 2018 2nd European Conference on Electrical Engineering and Computer Science, EECS 2018 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 183-189 |
| Number of pages | 7 |
| ISBN (Electronic) | 9781728119298 |
| DOIs | |
| State | Published - 2019 |
| Event | 2nd European Conference on Electrical Engineering and Computer Science, EECS 2018 - Bern, Switzerland Duration: 20 Dec 2018 → 22 Dec 2018 |
| Name | Proceedings - 2018 2nd European Conference on Electrical Engineering and Computer Science, EECS 2018 |
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| Conference | 2nd European Conference on Electrical Engineering and Computer Science, EECS 2018 |
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| Country/Territory | Switzerland |
| City | Bern |
| Period | 20/12/18 → 22/12/18 |
ID: 49944692