精确制导武器智能化若干问题思考
Think of Several Issues on Precision Guided Weapons Intelligentizing
樊会涛 1张新朝2
作者信息
- 1. 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
- 2. 中国空空导弹研究院,河南 洛阳 471009;空基信息感知与融合全国重点实验室,河南 洛阳 471009;郑州大学 计算机与人工智能学院,郑州 450001
- 折叠
摘要
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.
Abstract
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.
关键词
精确制导武器/人工智能/迁移学习/直觉与理性结合Key words
precision guided weapons/artificial intelligence/transfer learning/the combination of intui-tion and rationality引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据