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大模型驱动的干扰对抗典型应用和关键技术分析

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大模型技术是依托大规模数据和强大计算能力训练的大"参数"模型,具有自然语言处理、图像识别、数据分析等高度通用及泛化能力.针对干扰对抗OODA环实施过程,提出了干扰对抗领域大模型构建的总体框架以及电磁信号态势融合感知、电磁目标识别、智能辅助决策、对抗效果评估等典型场景大模型应用思路;面向工程实现,分析了大模型在干扰对抗领域应用所面临的关键技术和拟解决思路;最后,提出了大模型在干扰对抗领域应用的几点思考,为相关领域发展提供参考.
Analysis of typical applications and key technologies of large model driven jamming countermeasures
Large model technology is a large"parameter"model based on large-scale data and powerful com-puting power training,with natural language processing,image recognition,data analysis and other highly gener-ic and generalization capabilities.For the implementation process of jamming countermeasure OODA loop,the general framework of large model construction in the field of jamming countermeasures and typical scene model such as electromagnetic signal situation fusion perception,electromagnetic target recognition,intelligent decision-making,countermeasures effect evaluation are proposed.The key technologies and solutions for the application of large model in the field of jamming countermeasures are analyzed.Finally,some thoughts on the application of large model in the field of jamming countermeasures are put forward to provide reference for the development of related fields.

large model technologyjamming countermeasuresscene model

戴少怀、许天放、殷佳伟、余科、沈涛

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自动目标识别全国重点实验室(上海),上海 201109

上海机电工程研究所,上海 201109

大模型技术 干扰对抗 场景大模型

2024

航天电子对抗
中国航天科工集团公司8511研究所

航天电子对抗

影响因子:0.382
ISSN:1673-2421
年,卷(期):2024.40(6)