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精确制导武器智能化若干问题思考

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本文介绍了人工智能技术对精确制导武器智能化的推动作用,概述了精确制导武器探测识别和制导控制智能化现状,探讨了精确制导武器智能化过程中面临的大规模样本构建、仿真性能向真实能力迁移、不可解释性和可靠性质疑、智能武器性能评估等问题,并针对性的给出了半实物仿真训练、迁移学习、模仿人类直觉与理性结合、重构评估方法等解决思路.提出了精确制导武器智能化对装备研制和作战使用的三个影响:模拟仿真技术重要性凸显、训练模式将发生重大变革、现有作战模式将被颠覆.
Think of Several Issues on Precision Guided Weapons Intelligentizing
This article introduces the role of artificial intelligence technology in advancing the intlelligence of precision Guided weapons,outlines the current status of intelligence in it's detection and recognizing,guid-ance and control.It discusses the problems faced during the intelligentization process,such as the construction of large samples,transferring simulation performance to real-world capabilities,issues with interptetability and reliability,and the assessment of intelligent weapon performance.Targeted solutions are pesented,including hardware-in-the-loop simulation training,transfer learning,combining human intuition with rationality,and re-constructiong evaluation methods.Three impacts of intelligent precision guided weapons on equipment develop-ment and operational use were proposed:increasing importance of simulation technology,significant changed in training patterns,and existing conmbat modes will be overturned.

precision guided weaponsartificial intelligencetransfer learningthe combination of intui-tion and rationality

樊会涛、张新朝

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中国航空工业集团有限公司 科技委,北京 100012

空基信息感知与融合全国重点实验室,河南 洛阳 471009

中国空空导弹研究院,河南 洛阳 471009

郑州大学 计算机与人工智能学院,郑州 450001

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精确制导武器 人工智能 迁移学习 直觉与理性结合

2024

航空兵器
中国空空导弹研究院

航空兵器

CSTPCD北大核心
影响因子:0.453
ISSN:1673-5048
年,卷(期):2024.31(2)
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