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基于动态聚类的卫星导航信号多波束抗干扰方法 被引量:5

Multi-beam anti-jamming method for satellite navigation signals based on dynamic clustering
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摘要 针对卫星导航抗干扰需求,研究了基于自适应波束形成的多波束抗干扰技术.为了解决传统固定多波束抗干扰方法在波束数目受限时无法兼顾所有导航卫星信号导致接收性能下降的问题,提出了一种基于K-means聚类算法的动态指向多波束抗干扰方法.建立天线阵列进行仿真,结果表明,该方法在接收的北斗卫星信号数目多于波束数目时,抗干扰性能优于传统方法. In response to the anti-jamming requirements of satellite navigation,multi-beam antijamming technology based on adaptive beam forming is studied.In order to solve the problem that the traditional fixed multi-beam anti-jamming method cannot consider all the navigation satellite signals to reduce the receiving performance when the number of beams is limited,a dynamic multi-beam anti-jamming method based on the K-means clustering algorithm is proposed.The antenna array is established for simulation,and the results show that the anti-jamming performance of this method is better than the traditional method when the number of Beidou satellite signals received is more than the number of beams.
作者 郑雅萍 赵璐璐 龚文斌 邵丰伟 常家超 ZHENG Yaping;ZHAO Lulu;GONG Wenbin;SHAO Fengwei;CHANG Jiachao(Innovation Academy for Microsatellites of CAS,Shanghai 200120,China;University of Chinese Academy of Sciences,Beijing 100049,China)
出处 《全球定位系统》 CSCD 2021年第2期32-36,共5页 Gnss World of China
基金 上海市启明星计划(18QA1404000) 上海市科研计划项目(18DZ1112001) 国防科技创新特区项目(17-H863-01-ZT-001-005-05)。
关键词 卫星导航 阵列信号处理 多波束 抗干扰 聚类分析 satellite navigation array signal processing multi-beam anti-jamming cluster analysis
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