Purpose – The purpose of this paper is to propose a localizability-based particle filtering localization algorithm for …/methodology/approach – First, the localizability of mobile robots is defined to evaluate the influences of both the dynamic obstacles and prior … distribution function (PDF) is corrected, taking account of the localizability. Then, the corrected PDF is introduced into the …