Optimum receiver design for pattern recognition with spatially disjoint target and scene noise

The design of an optimum receiver for pattern recognition problems with input scene noise that is spatially disjoint (non-overlapping) with the target is described. The processor is designed based on multiple alternative hypothesis testing.