Method for training a neural network for guiding a missile to a target

摘要

A method for training a neural network for guiding a missile to a target contains the method steps: calculating a solution of the nonlinear guidance problem in analytical form (26), generating numerical solutions for a number of flights of the missile to a target (28), Determining the behavior of a pilot and the missile by simulation for a number of missile flights to a target (30) and "cloning" a neural network or a fuzzy-neuronal network with the knowledge of the missile guidance obtained from the previous method steps a target (34). The method step of determining the behavior of the pilot comprises the method steps: representation of a scenario of missile (38A) and target (10A), transformation of this scenario in slow motion (41), simulation of the flight of the missile to the target in slow motion, a human Pilot (42) directs the missile to the target, storing the behavior of the pilot and the resulting behavior of the missile for a number of such simulated flights (46), transforming back the data stored in this way in real time (48) and training one with the neural or Fuzzy-neural network (36) provided steering unit with the behavior of the pilot and the missile, which is transformed back in real time.