Inference based modeling of nonlinear microwave devices

We present an inference-based algorithm for modeling complex non-linear systems, that integrates current approaches to modeling of microwave devices within a generalized framework. Familiar techniques for characterizing linear and non-linear systems are embedded in an automated non-linear weighting mechanism, so that globally complex behavior is approximated by simple local models.