Color noise is a special kind of often occurring in localization systems, and it more suitable than the general Gaussian white to model time dependence due delay or high-frequency sampling. This paper derives nonlinear filtering framework for multi-step colored systems using whitening techniques Bayes rule. Meanwhile, cubature rule used solve Gaussian-weighted integral proposed framework, resul...