Title :
Application of Improved FCM on Classification of Multi-target Guided by AWACS
Author :
Zhang, Kun ; Zhou, Deyun
Author_Institution :
Dept. of Electron. Inf., Northwestern Polytech. Univ., Xi´´an
Abstract :
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.
Keywords :
aerospace control; fuzzy set theory; mathematical analysis; air combat; airborne warning and control system; computational complexity; fuzzy C-means algorithm; mathematical model; multitarget guidance; Airborne radar; Aircraft; Airplanes; Clustering algorithms; Computational complexity; Computational modeling; Control systems; Fuzzy systems; Mathematical model; Velocity control; FCM; classification; multi-target; simulation;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.231
