In this paper, a new filter in the nonlinear Kalman filtering framework is proposed. The referred to as lattice (LKF) and based on class of quasi-Monte Carlo (QMC) methods known rules. proposed LKF method uses Korobov type rule deterministically generate sample points that are randomly shifted Cranley-Patterson shift order approximate multi-dimensional integrals Gaussian context. mathematical f...