两种基于局部广义符号统计量的融合准则 | |
刘向阳 ; 彭应宁 ; 关键 ; LIU Xiangyang ; PENG Yingning ; GUAN Jian | |
2010-06-09 ; 2010-06-09 | |
关键词 | 多雷达分布式检测 分布式检测 广义符号检测 局部检测统计量 multiradar distributed detection distributed detection generalized sign detection local test statistic TP202.4 |
其他题名 | Two types of fusion rules based on a local generalized sign test statistic |
中文摘要 | 为提高基于二元局部判决的分布式广义符号检测器的检测性能,研究了基于广义符号统计量的分布式检测,提出了直接求和与删除求和两种融合准则。在W e ibu ll杂波和Sw erlingII目标下,直接求和融合具有比某参数化的分布式恒虚警检测更好的检测性能,并能达到集中式广义符号检测相同的性能。某些传感器信杂比极低时,采用删除求和融合能获得比直接求和融合更好的检测性能。给出了在多雷达分布式检测中应用各种融合准则的方法。; Two types of local generalized sign statistics-based distributed detection fusion schemes,direct summation and censored summation,are presented to improve the detection power of binary local decision-based distributed generalized sign detection in multiradar distributed detection systems.Numerical tests indicate that the direct summation fusion rule provides better performance than the binary local decision-based rule or previous parametric distributed CFAR schemes with Weibull clutter.The direct summation fusion scheme has the same detection power as the centralized generalized sign detector.If some sensors' signal-to-clutter ratios are very low,the censored summation fusion has better performance than direct summation. Applications in multiradar distributed detection are also presented.; 全国博士学位论文作者专项资金资助项目(200237) |
语种 | 中文 ; 中文 |
内容类型 | 期刊论文 |
源URL | [http://hdl.handle.net/123456789/54504] ![]() |
专题 | 清华大学 |
推荐引用方式 GB/T 7714 | 刘向阳,彭应宁,关键,等. 两种基于局部广义符号统计量的融合准则[J],2010, 2010. |
APA | 刘向阳,彭应宁,关键,LIU Xiangyang,PENG Yingning,&GUAN Jian.(2010).两种基于局部广义符号统计量的融合准则.. |
MLA | 刘向阳,et al."两种基于局部广义符号统计量的融合准则".(2010). |
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