A survey for modeling and control of missile system using neural network

摘要

This paper first described the characteristics of neural network and its feasibility for modeling, control and simulation. Then it gave a survey of neural network's applications in missile control system, whose mathematics model is intrinsically nonliear, serious coupling, varying with time rapidly, and uncertain. The survey focused on the neural network control schemes in missile design, including forward and inverse dynamic modeling, and the neural networks controller's advantage over conventional method in missile control system design. Lastly it pointed out the development direction of neural network for missile system and other complex system design.