Victor Lesser, Izaskun Gallastegi, Frank Klassner, Hamid Nawab
This paper presents the IPUS (Integratecl Processing and Understanding of Signals) architecture to address the traditional perceptual paradigm’s shortcomings in complex environments. It has two premises: (1) the search for correct interpretations of signal processing algorithms’ (SPAS) outputs requires concurrent search for SPAS and control parameters appropriate for the environment, and (2) interaction between these search processes must be structured by a formal theory of how inappropriate SPA usage can distort SPA output. We describe IPUS’s key components (discrepancy detection, diagnosis, reprocessing, and differential diagnosis) and their instantiation in an acoustic interpretation system. This application, along with another in the radar domain, supports our claim that the IPUS paradigm is feasible and generic.