Research on Multi-fighter Cooperation and Multi-target Attack Based on Neutral Network

• Published in: 2007 2nd IEEE Conference on Industrial Electronics and Applications pp. 985 - 989
• Main Authors: Sun Yong-qin, Fan Hong-da, Lei Jiu-de, Ma Xiang-ling
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01-05-2007
• Subjects: cooperative airfight decision-making; Industrial electronics; missile attack area; multi-target attack
• ISBN: 9781424407361; 1424407362
• ISSN: 2156-2318; 2158-2297
• DOI: 10.1109/ICIEA.2007.4318555

Firstly, the principle of target assignment and fire control is designed. Based on BP neutral network, target assignment is achieved, and based on SOFM neural network, sequencing attack is accomplished, then the whole cooperative decision-making system is simulated. Secondly, an algorithm for missile-attacking area is described and its calculational result is obtained under initial conditions. Then the attacking of missile is realized by the proportion guidance. Finally, a multi-target attack system is designed. The system includes airfight decision-making, estimation of missile attack area and calculation of missile attack procedure. The simulation demonstrates that the airfight decision-making algorithm is correct, and the methods have higher reference values.