English

An exponent-$s$ dynamical Borel-Cantelli lemma and the waiting time problem

Dynamical Systems 2026-07-13 v1 Probability

Abstract

Galatolo and Kim proved that the dynamical Borel-Cantelli property for decreasing sequences of balls is tightly connected with the waiting time problem. In systems where all such sequences are Borel-Cantelli, the time needed to enter a small ball BB for the first time scales as μ(B)1\mu(B)^{-1}, and conversely, waiting time estimates yield Borel-Cantelli results for sequences of balls whose radii decrease in a controlled way. We extend this correspondence to the exponent-ss setting introduced by Tseng. For s1s\ge 1, the ss-exponent monotone shrinking target property (ssMSTP) requires the Borel-Cantelli conclusion only for decreasing sequences of centered balls satisfying the stronger divergence condition nμ(Bn)s=\sum_n\mu(B_n)^s=\infty. We prove that ssMSTP forces the lower waiting time exponent, measured on the scale of logμ(B(y,r))-\log\mu(B(y,r)), to lie in the interval [1,s][1,s] almost everywhere. That a quantitative (ss-strong) form of the property bounds the upper exponent by ss and that, conversely, an exponent-ss waiting time estimate implies the Borel-Cantelli property for decreasing sequences of centered balls whose radii obey the calibrated decay condition matching the critical divergence exponent ss. We also obtain the corresponding quantitative orbit approximation statement lim infnnβd(Tnx,y)=0\liminf_n n^{\beta}\,d(T^nx,y)=0 for β<1/(sdμ(y))\beta<1/(s\,\underline{d}_\mu(y)), show that the universal lower bound with exponent 11 pins the theory to s1s\ge 1, and discuss sharpness on circle rotations, where by results of Kurzweil, Kim-Seo and Tseng the picture is governed by the Diophantine type of the rotation number.

Keywords

Cite

@article{arxiv.2607.11180,
  title  = {An exponent-$s$ dynamical Borel-Cantelli lemma and the waiting time problem},
  author = {Dušan Bajović and Boris Petković},
  journal= {arXiv preprint arXiv:2607.11180},
  year   = {2026}
}