重庆邮电大学学报(自然科学版)Issue(1):17-23,7.DOI:10.3979/j.issn.1673-825X.2016.01.003
基于先验知识的广义旁瓣对消器 STAP
GSC STAP based on a prior knowledge
摘要
Abstract
The computational burden and performance of space-time adaptive processing(STAP)have formed a realistic contradiction.A new STAP approach based on a prior knowledge using the generalized sidelobe canceller(GSC)was pres-ent to solve the above problem.The new approach employed a prior knowledge of the parameters of phased array radar sys-tem and geometry model in order to construct space-time clutter matched vector and matrix.Then space-time multiple-con-straint steering vector was computed to initialize the adaptive weight vector of STAP.The novel STAP avoided the covari-ance matrix inverse in order to obtain fast speed.Finally,the simulated results showed that the method can greatly speed up the convergence with no reduction of performance.关键词
空时自适应处理/先验知识/协方差矩阵/广义旁瓣对消器Key words
space-time adaptive processing/a prior knowledge/covariance matrix/generalized sidelobe canceller分类
信息技术与安全科学引用本文复制引用
唐斌,吴宏刚,陈客松,杨晓波..基于先验知识的广义旁瓣对消器 STAP[J].重庆邮电大学学报(自然科学版),2016,(1):17-23,7.基金项目
国家自然科学基金(U1433129);中国博士后科学基金面上资助项目(2012M511919);四川省教育厅重点资助项目(14ZA0307,13ZA0050)Foundation ItemsThe National Natural Science Foundation of China (U1433129);The China Postdoctoral Science Foundation (2012M511919);The Scientific Research Fund of Sichuan Provincial Education Department (14ZA0307,13ZA0050). ()