Distributed and decentralised estimation of non-linear systems

We present an algorithm for a distribution and decentralisation of the unscented Kalman filter and the underlying non-linear models. The filter itself is the adaption of a distribution scheme of linear filters. The distribution of the underlying models leads to small, scalable filter nodes which allow precise non-linear estimation.