| 引用本文: | 黄知涛,王翔,赵雨睿.认知电子战综述.[J].国防科技大学学报,2023,45(5):1-11.[点击复制] |
| HUANG Zhitao,WANG Xiang,ZHAO Yurui.Overview of cognitive electronic warfare[J].Journal of National University of Defense Technology,2023,45(5):1-11[点击复制] |
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| 认知电子战综述 |
| 黄知涛1,2,王翔1,赵雨睿1 |
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(1. 国防科技大学 电子科学学院, 湖南 长沙 410073;2. 国防科技大学 电子对抗学院, 安徽 合肥 230037)
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| 摘要: |
| 认知电子战通常被定义为以具备认知性能的电子战装备为基础,注重自主交互式的电磁环境学习能力与动态智能化的对抗任务处理能力的电子战形态。自其被首次提出以来,以其感知准、推理强、决策快的优势备受国内外研究学者广泛关注。随着人工智能新理念、新技术、新应用的不断涌现,认知电子战步入崭新的发展阶段。为捕捉其未来发展方向,从人工智能角度出发,总结并丰富了认知电子战概念内涵,梳理认知电子战的发展脉络及外国典型项目,搭建认知电子战系统框架及架构,从感知、判断、决策等方面对认知电子战关键技术进行了全面系统综述,并总结了认知电子战面临的挑战和发展趋势。 |
| 关键词: 认知电子战 电子战 人工智能 |
| DOI：10.11887/j.cn.202305001 |
| 投稿日期：2023-06-30 |
| 基金项目:国家自然科学基金面上资助项目(62271494) |
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| Overview of cognitive electronic warfare |
| HUANG Zhitao1,2, WANG Xiang1, ZHAO Yurui1 |
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(1. College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China;2. College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China)
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| Abstract: |
| Cognitive electronic warfare is usually defined as a form of electronic warfare that is based on electronic warfare equipment with cognitive performance and focuses on autonomous interactive electromagnetic environment learning capability and dynamic intelligent confrontation task processing capability. Since it was first proposed, it has attracted extensive attention from researchers and scholars at home and abroad for its advantages of accurate perception, strong reasoning and fast decision-making. With the continuous emergence of new concepts, technologies and applications of artificial intelligence, cognitive electronic warfare has stepped into a brand new stage of development. In order to capture its future development direction, the connotation of the concept of cognitive electronic warfare was summarized and enriched from the perspective of artificial intelligence, the development of cognitive electronic warfare and typical foreign projects were sorted out, the framework and architecture of cognitive electronic warfare system was built, a comprehensive and systematic review of the key technologies of cognitive electronic warfare was conducted from the aspects of perception, judgment, decision-making, etc., and the challenges and development trends of cognitive electronic warfare were summarized. |
| Keywords: cognitive electronic warfare electronic warfare artificial intelligence |
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