English

Angular asymptotics for multi-dimensional non-homogeneous random walks with asymptotically zero drift

Probability 2010-07-27 v1

Abstract

We study the first exit time τ\tau from an arbitrary cone with apex at the origin by a non-homogeneous random walk (Markov chain) on Zd\Z^d (d2d \geq 2) with mean drift that is asymptotically zero. Specifically, if the mean drift at \bxZd\bx \in \Z^d is of magnitude O(\bx1)O(\| \bx\|^{-1}), we show that τ<\tau<\infty a.s. for any cone. On the other hand, for an appropriate drift field with mean drifts of magnitude \bxβ\| \bx\|^{-\beta}, β(0,1)\beta \in (0,1), we prove that our random walk has a limiting (random) direction and so eventually remains in an arbitrarily narrow cone. The conditions imposed on the random walk are minimal: we assume only a uniform bound on 2nd moments for the increments and a form of weak isotropy. We give several illustrative examples, including a random walk in random environment model.

Keywords

Cite

@article{arxiv.0910.1772,
  title  = {Angular asymptotics for multi-dimensional non-homogeneous random walks with asymptotically zero drift},
  author = {Iain M. MacPhee and Mikhail V. Menshikov and Andrew R. Wade},
  journal= {arXiv preprint arXiv:0910.1772},
  year   = {2010}
}

Comments

35 pages, 2 figures (1 colour)

R2 v1 2026-06-21T13:56:22.968Z