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基于多目标风驱动优化的机会阵雷达波束形成

Opportunistic array radar beamforming based on multi-objective wind driven optimization
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摘要 针对机会阵雷达发射波束的多目标优化问题,提出了一种基于二进制多目标风驱动优化算法的波束形成方法.以均匀多同心圆环阵列特性为基础,建立了发射信号的模型和目标优化函数.基于改进的多目标风驱动优化算法,实现了机会阵雷达圆阵的波束形成,即同时优化3 d B主瓣波束宽度和旁瓣电平.仿真表明:与基于传统粒子群算法(PSO)的波束形成性能相比,在使用更少圆阵阵元的情况下,本算法具有较低旁瓣和更窄的主瓣. In order to realize the beamforming of opportunistic array radar,a beamforming method based on binary multi-objective wind driven optimization algorithm was proposed.Firstly,the emitted signal model and objective functions of optimization were presented for uniform multiple concentric circular arrays.Then,based on an improved multi-objective wind driven optimization algorithm,the beamforming of concentric circular arrays was realized with a trade-off between the 3 d B main beam width and sidelobe level.The simulations compared the proposed algorithm with the traditional particle swarm optimization(PSO) algorithm,and results show that the algorithm has a lower sidelobe and a narrower main lobe,in the case of using fewer circular array units.
作者 张贞凯 毛晟 王殊 杨春兰 Zhang Zhenkai;Mao Sheng;Wang Shu;Yang Chunlan(College of Electronics Information, Huazhong University of Science and Technology, Wuhan 430074, China;College of Electronics Information, Jiangsu University of Science and Technology, Zhenjiang 212003, Jiangsu China;CSIC No.722 Research and Development Institute, Wuhan 430079, China)
出处 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 2018年第5期1-5,共5页 Journal of Huazhong University of Science and Technology(Natural Science Edition)
基金 国家自然科学基金青年基金资助项目(61401179) 中国博士后基金面上资助项目(2016M592334) 江苏高校“青蓝工程”优秀青年骨干教师资助项目
关键词 机会阵雷达 风驱动优化算法 多目标优化 波束形成 圆阵 opportunistic array radar wind driven optimization algorithm multi-objective optimization beamforming circular array
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