智能化雷达在现有雷达技术的基础上,利用人工智能技术及先进的信号处理技术,赋予雷达自主的感知、决策、学习、执行和协作能力,从而提升其对复杂环境的感知能力及对目标的探测能力。文中针对人工智能驱动下的雷达技术发展问题,首先,分析了人工智能技术在雷达系统中的应用现状;然后,结合人工智能技术以及雷达信号处理技术的发展,从大数据、多平台协同、多源信息融合、人机混合增强以及自主智能感知等方面对人工智能驱动下的雷达发展趋势进行探讨;最后,结合人工智能驱动下的雷达发展趋势,提出了有针对性的发展建议,并进行总结。

Intelligence radar has the ability of autonomous perception and evolution, which is based on the artificial intelligence and advanced radar system technology. It improves the performance of target detection and scene perception in complex environments. This paper analyses the development of radar system with artificial intelligence. Firstly, current situation of artificial intelligence in radar is summarized; secondly, the tendency of intelligence radar is analyzed from big data, collaborative detection of multi radar, multi-source information fusion, human-machine hybrid-augmented intelligence and autonomous intelligence perception systems; thirdly, suggestions on the development of intelligence radar are given.

TN957;TN959

江苏省博士后科研资助计划项目(2018K048C);中国博士科学基金面上资助(2019M651994);航空科学基金资助项目(20172007002);装备预研领域基金资助项目(61404130114)