Application of Improved FCM on Classification of Multi-target Guided by AWACS

An improved FCM (fuzzy C-means) algorithm is applied to classify the multi-target in the air combat, and divides them into several colonies averagely according to the simulation in different targets compared to traditional FCM algorithm. Meanwhile, this method reduces the computational complexity, and raises the operating speed by considering multi-target as a whole. Finally, multi-target colonies mathematical model has been established, the simulation result indicates that this improved algorithm is reasonable and effective.