Scientific paper ID 30 : 2004/1

In this paper an experimental comparison among seven different methods for weight initialization of a BPNN filter for tracking on non-maneuvering aircrafts is presented. The performances of the BPNN tracking filter using different weight initialization are evaluated and compared with standard recursive Kalman filter. A Monte Carlo verification of the results is done. An illustrative example using recorded real radar database is shown.