The determinability of classes of noisy channels

This paper is concerned with the identification of a fairly general class of nonlinear operators using corrupted measurements. A precise mathematical definition of identification is presented and the relationship between a priori information and identification is studied. The a priori information is represented as a subset of a metric space of nonlinear operators. Necessary and sufficient conditions are developed to answer the question “When is identification possible?”