TY - GEN
T1 - Target Threat Assessment Method Based on Modified Weighting-Cloud Reasoning
AU - Liu, Mengxuan
AU - Guo, Yangming
AU - Long, Jiang
AU - Wei, Xinmeng
AU - Wang, Xiaodong
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - As a process of real-time state change, the battlefield situation information of air combat also has the characteristics of fuzziness, incompleteness and randomness. Aiming at the problems that the traditional weighting method is too one-sided, simple linear combination is not strong in explanation, and it is difficult for decision makers to accurately and objectively describe fuzzy information, and take into account the randomness of the battlefield for reasoning analysis, this paper proposes to use the improved multi-condition cloud model reasoner to evaluate the threat index of the target. On the basis of the proposed combination weighting method of objective entropy weight to modify subjective weight, the multi-conditional reasoners are divided into several single conditional reasoners and the rules are fused according to the weight, and the reasoning is repeated many times to reduce the error caused by randomness in the process of cloud reasoning. Finally, the threat level of enemy aircraft is obtained, and the specific threat index of enemy aircraft is also obtained. It provides a reasonable basis for the subsequent fire distribution between the enemy and us.
AB - As a process of real-time state change, the battlefield situation information of air combat also has the characteristics of fuzziness, incompleteness and randomness. Aiming at the problems that the traditional weighting method is too one-sided, simple linear combination is not strong in explanation, and it is difficult for decision makers to accurately and objectively describe fuzzy information, and take into account the randomness of the battlefield for reasoning analysis, this paper proposes to use the improved multi-condition cloud model reasoner to evaluate the threat index of the target. On the basis of the proposed combination weighting method of objective entropy weight to modify subjective weight, the multi-conditional reasoners are divided into several single conditional reasoners and the rules are fused according to the weight, and the reasoning is repeated many times to reduce the error caused by randomness in the process of cloud reasoning. Finally, the threat level of enemy aircraft is obtained, and the specific threat index of enemy aircraft is also obtained. It provides a reasonable basis for the subsequent fire distribution between the enemy and us.
KW - Cloud-model
KW - Combinatorial empowerment
KW - Multi-aircraft cooperative air combat
KW - Threat assessment
UR - http://www.scopus.com/inward/record.url?scp=85189309915&partnerID=8YFLogxK
U2 - 10.1109/CAC59555.2023.10451406
DO - 10.1109/CAC59555.2023.10451406
M3 - 会议稿件
AN - SCOPUS:85189309915
T3 - Proceedings - 2023 China Automation Congress, CAC 2023
SP - 1199
EP - 1204
BT - Proceedings - 2023 China Automation Congress, CAC 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 China Automation Congress, CAC 2023
Y2 - 17 November 2023 through 19 November 2023
ER -