航空学报2026，Vol.47Issue(z1)：22-31,10.DOI:10.7527/S1000-6893.2025.32887
有人/无人机协同作战效能智能评估方法
Intelligent assessment method for MAV/UAV collaborative combat effectiveness
摘要
Abstract
With the increasing intelligence,informatization,and systematization of modern warfare,future operations demand real-time combat effectiveness evaluation and efficient decision-making.To address the effectiveness evalua-tion problem in Manned Aerial Vehicle(MAV)/Unmanned Aerial Vehicle(UAV)cooperative air-to-ground combat,an intelligent assessment method based on combat simulation deduction and artificial neural networks is proposed.Sup-ported by the simulation deduction system,evaluation data are obtained through constructing a combat effectiveness evaluation index system,designing simulation deduction processes,and synthesizing evaluation results.BP neural network is employed to train the data and verify the training effectiveness.Case analysis is used to validate the feasi-bility of the method,while sensitivity analysis investigates key indicators of various schemes and their impacts.The proposed method provides technical references for effectiveness evaluation of MAV/UAV cooperative combat,equip-ment improvement research,and rapid operational decision-making.关键词
有人/无人机协同作战/仿真推演/效能评估/BP神经网络/灵敏度分析Key words
MAV/UAV cooperative combat/simulation deduction/effectiveness evaluation/BP neural network/sensitivity analysis分类
航空航天引用本文复制引用
赵子俊,陈士涛,贺维艳,刘龙浩,张政浩..有人/无人机协同作战效能智能评估方法[J].航空学报,2026,47(z1):22-31,10.基金项目
国家自然科学基金(72203166) （72203166）
军事类研究生资助课题(JY2024C115) National Natural Science Foundation of China(72203166) （JY2024C115）
Military Graduate Student Research Funding Program(JY2024C115) （JY2024C115）
