Title :
Research on Multi-fighter Cooperation and Multi-target Attack Based on Neutral Network
Author :
Yong-Qin, Sun ; Hong-Da, Fan ; Jiu-De, Lei ; Xiang-Ling, Ma
Author_Institution :
Postgraduate 2 of Navy Aeronaut. Eng. Inst., Yantai
Abstract :
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.
Keywords :
aerospace computing; aerospace control; backpropagation; decision making; military computing; missile guidance; self-organising feature maps; BP neutral network; SOFM neural network; airfight decision-making algorithm; cooperative decision-making system; fire control; missile attack area estimation; missile attack procedure calculation; multi-fighter cooperation; multitarget attack system; proportion guidance; sequencing attack; target assignment; Industrial electronics; cooperative airfight decision-making; missile attack area; multi-target attack;
Conference_Titel :
Industrial Electronics and Applications, 2007. ICIEA 2007. 2nd IEEE Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0737-8
Electronic_ISBN :
978-1-4244-0737-8
DOI :
10.1109/ICIEA.2007.4318555