Target Threat Assessment Method Based on Modified Weighting-Cloud Reasoning

Mengxuan Liu, Yangming Guo, Jiang Long, Xinmeng Wei, Xiaodong Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

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.

Original languageEnglish
Title of host publicationProceedings - 2023 China Automation Congress, CAC 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1199-1204
Number of pages6
ISBN (Electronic)9798350303759
DOIs
StatePublished - 2023
Event2023 China Automation Congress, CAC 2023 - Chongqing, China
Duration: 17 Nov 202319 Nov 2023

Publication series

NameProceedings - 2023 China Automation Congress, CAC 2023

Conference

Conference2023 China Automation Congress, CAC 2023
Country/TerritoryChina
CityChongqing
Period17/11/2319/11/23

Keywords

  • Cloud-model
  • Combinatorial empowerment
  • Multi-aircraft cooperative air combat
  • Threat assessment

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