Probabilistic Anomaly Detection in Dynamic Systems

Conventional control-theoretic models for fault detection typically rely on an accu(cid:173) rate model ofthe plant being monitored (Patton, Frank, and Clark, 1989). However, in practice it common that no such model exists for complex non-linear systems. The large ground antennas used by JPL's Deep Space Network (DSN) to track