Abstract – The aim of this paper is to present an algorithm for the tracking of two targets moving through a binary sensor network. We previously developed a new deterministic algorithm for the purpose with only one target, and we now provide a improved version of that algorithm, considering an association problem. In addition, we present some interesting results on the mean square error of the position estimation. 