TY - JOUR
T1 - A method of threat assessment for aerial combat using uncertain information
AU - Wang, Yu
AU - Zhang, Weiguo
AU - Fu, Li
AU - Huang, Degang
AU - He, Yong
N1 - Publisher Copyright:
© 2016, Northwestern Polytechnical University. All right reserved.
PY - 2016/4/1
Y1 - 2016/4/1
N2 - Aiming at the uncertainty of expert knowledge and situation information in aerial combat, we establish a threat assessment model based on evidence network. The geometric location relation and movement states of both sides of fighting are the two main factors considered in the model. First, the belief level conversion method and that of belief value distribution are given. Then, according to the inconsistent and uncertain attribute preference from experts, a weight optimization method between evidence is put forward. Finally, the threat level assessment of enemy aircraft is realized by network reasoning through the inputting data. The simulation results show that the threat of each enemy aircraft toward each of our aircraft is reasonably evaluated with uncertain situation information. Therefore the validity of our method, including that of the model, is verified.
AB - Aiming at the uncertainty of expert knowledge and situation information in aerial combat, we establish a threat assessment model based on evidence network. The geometric location relation and movement states of both sides of fighting are the two main factors considered in the model. First, the belief level conversion method and that of belief value distribution are given. Then, according to the inconsistent and uncertain attribute preference from experts, a weight optimization method between evidence is put forward. Finally, the threat level assessment of enemy aircraft is realized by network reasoning through the inputting data. The simulation results show that the threat of each enemy aircraft toward each of our aircraft is reasonably evaluated with uncertain situation information. Therefore the validity of our method, including that of the model, is verified.
KW - Belief level conversion
KW - Evidence network
KW - Threat assessment for aerial combat
KW - Uncertain information
KW - Weight optimization between evidence
UR - http://www.scopus.com/inward/record.url?scp=84969242990&partnerID=8YFLogxK
M3 - 文章
AN - SCOPUS:84969242990
SN - 1000-2758
VL - 34
SP - 299
EP - 305
JO - Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
JF - Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
IS - 2
ER -