A Geometric Drift Inequality for a Reflected Fractional Brownian Motion Process on the Positive Orthant

نویسنده

  • CHIHOON LEE
چکیده

We study a d-dimensional reflected fractional Brownian motion (RFBM) process on the positive orthant S = R+, with drift r0 ∈ R and Hurst parameter H ∈ ( 1 2 , 1). Under a natural stability condition on the drift vector r0 and reflection directions, we establish a geometric drift towards a compact set for the 1-skeleton chain Z̆ of the RFBM process Z; that is, there exist β, b ∈ (0,∞) and a compact set C ⊂ S such that V (x) := Ex [V (Z̆(1))]−V (x) ≤ −βV (x)+b 1C(x), x ∈ S, for an exponentially growing Lyapunov function V : S → [1,∞). For a wide class of Markov processes, such a drift inequality is known as a necessary and sufficient condition for exponential ergodicity. Indeed, similar drift inequalities have been established for reflected processes driven by standard Brownian motions, and our result can be viewed as their fractional Brownian motion counterpart. We also establish that the return times to the set C itself are geometrically bounded. Motivation for this study is that RFBM appears as a limiting workload process for fluid queueing networkmodels fed by a large number of heavy-tailed ON/OFF sources in heavy traffic.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

On the Return Time for a Reflected Fractional Brownian Motion Process on the Positive Orthant

We consider a d-dimensional reflected fractional Brownian motion (RFBM) process on the positive orthant S = R+, with drift r0 ∈ R and Hurst parameterH ∈ ( 1 2 , 1). Under a natural stability condition on the drift vector r0 and reflection directions, we establish a return time result for theRFBMprocessZ; that is, for some δ, κ > 0, supx∈B Ex [τB(δ)] < ∞, where B = {x ∈ S : |x| ≤ κ} and τB(δ) = ...

متن کامل

Drift Parameter Estimation for a Reflected Fractional Brownian Motion Based on its Local Time

We consider a drift parameter estimation problem when the state process is a reflected fractional Brownian motion (RFBM) with a nonzero drift parameter and the observation is the associated local time process. The RFBM process arises as the key approximating process for queueing systems with long range dependent and self similar input processes, where the drift parameter carries the physical me...

متن کامل

On Product-form Stationary Distributions for Reflected Diffusions with Jumps in the Positive Orthant

In this paper we study the stationary distributions for reflected diffusions with jumps in the positive orthant. Under the assumption that the stationary distribution possesses a density in R+ that satisfies certain finiteness conditions, we characterize the Fokker-Planck equation. We then provide necessary and sufficient conditions for the existence of a product-form distribution for diffusion...

متن کامل

On time-dependent neutral stochastic evolution equations with a fractional Brownian motion and infinite delays

In this paper, we consider a class of time-dependent neutral stochastic evolution equations with the infinite delay and a fractional Brownian motion in a Hilbert space. We establish the existence and uniqueness of mild solutions for these equations under non-Lipschitz conditions with Lipschitz conditions being considered as a special case. An example is provided to illustrate the theory

متن کامل

Long time asymptotics for constrained diffusions in polyhedral domains

We study long time asymptotic properties of constrained diffusions that arise in the heavy traffic analysis of multiclass queueing networks. We first consider the classical diffusion model with constant coefficients, namely a semimartingale reflecting Brownian motion (SRBM) in a d-dimensional positive orthant. Under a natural stability condition on a related deterministic dynamical system [P. D...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011