An exponent-$s$ dynamical Borel-Cantelli lemma and the waiting time problem
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 for the first time scales as , 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- setting introduced by Tseng. For , the -exponent monotone shrinking target property (MSTP) requires the Borel-Cantelli conclusion only for decreasing sequences of centered balls satisfying the stronger divergence condition . We prove that MSTP forces the lower waiting time exponent, measured on the scale of , to lie in the interval almost everywhere. That a quantitative (-strong) form of the property bounds the upper exponent by and that, conversely, an exponent- 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 . We also obtain the corresponding quantitative orbit approximation statement for , show that the universal lower bound with exponent pins the theory to , 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.
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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}
}