Advanced Lagrangian Particle Tracking methods (such as the STB algorithm (Schanz et al. 2016)) are a very useful tool for uncovering properties of flow. As measurement technique, results such perturbed by different sources errors and noise. This work addresses problem optimal filtering particle tracks well estimating uncertainties derived quantities location, velocity acceleration observed part...