Linear invariant statistics for signal parameter estimation

We present an approach to obtain invariant statistic for estimation interested signal parameters independently from unwanted parameters in two dimensional parameter problems. Proposed algorithm is based on the excluding Fisher´s information about unwanted parameter. Simultaneous reduction the partial Fisher information matrices to diagonal forms provides the key step for the separation of the signal space into orthogonal subspaces, containing Fisher´s information about different parameters.