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一种新的基于删除平均和单元平均的恒虚警率检测器 被引量:5
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作者 马健 王晟达 +1 位作者 徐松涛 夏海宝 《空军工程大学学报(自然科学版)》 CSCD 2003年第1期26-29,共4页
基于删除平均(CM)和单元平均(CA)提出了一种新型的恒虚警率检测器(CMCAM-CFAR),它采用CM和CA产生局部估计,再对二者平均实现对杂波功率估计。在SwerlingⅡ型目标假设和均匀背景下,推导出了它的检测概率(Pd)、虚警概率(Pfa)和平均判决阈... 基于删除平均(CM)和单元平均(CA)提出了一种新型的恒虚警率检测器(CMCAM-CFAR),它采用CM和CA产生局部估计,再对二者平均实现对杂波功率估计。在SwerlingⅡ型目标假设和均匀背景下,推导出了它的检测概率(Pd)、虚警概率(Pfa)和平均判决阈值(ADT)的解析表达式,并与有序统计(OS)恒虚警率(CFAR)检测器进行了比较。分析结果表明在均匀背景和多目标环境下CMCAM-CFAR检测器的性能均优于OS-CFAR检测器的性能。 展开更多
关键词 恒虚警率检测 删除平均 单元平均 检测性能 检测概率 雷达自动检测
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PERFORMANCE EVALUATION OF THE DOUBLE-THRESHOLD CFAR DETECTOR IN MULTIPLE-TARGET SITUATIONS 被引量:2
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作者 Mohamed B. El Mashade 《Journal of Electronics(China)》 2006年第2期204-210,共7页
In radar systems of automatic detection, an estimate of background clutter power is used to set the detection threshold. An interference saturated environment is frequently encountered in these systems (multiple targe... In radar systems of automatic detection, an estimate of background clutter power is used to set the detection threshold. An interference saturated environment is frequently encountered in these systems (multiple target situations). Therefore, the detection of signals in such an environment becomes one of the most important problems to be solved. The double-threshold algorithm is one of the more interesting detectors used in these situations. While the first threshold operation ensures that the calculation of the detection (second) threshold is based on a set of samples which is free of strong interferers and is therefore much more representative of the noise level, the second threshold is used to declare the presence or the absence of the radar target. The object of the present paper is to analyze the performance of such type of CFAR schemes when the radar receiver contains a noncoherent integrator amongst its basic elements. It is found that the processor detectabil ity loss is very low and the performance degradation, caused by interferers is quite small even if the number of outlying targets is large, given that the first threshold is properly chosen. 展开更多
关键词 Double-threshold CFAR detector Noncoherent integration Multitarget environments Swerling target fluctuation model
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