基于复合高斯杂波纹理分量服从逆伽马分布的假设和分布式极化多输入多输出(multiple-input multiple-output,MIMO)雷达阵元特点,建立了雷达极化信号模型,提出了一种基于最大后验概率(maximum a posteriori,MAP)估计和广义似然比检验(gen...基于复合高斯杂波纹理分量服从逆伽马分布的假设和分布式极化多输入多输出(multiple-input multiple-output,MIMO)雷达阵元特点,建立了雷达极化信号模型,提出了一种基于最大后验概率(maximum a posteriori,MAP)估计和广义似然比检验(generalized likelihood ratio test,GLRT)的MIMO雷达极化检测器(MAP-GLRT),该检测器利用了辅助数据估计杂波协方差矩阵以实现自适应性。通过推导检测器的虚警概率表达式,表明其相对于杂波能量具有恒虚警特性。仿真结果表明,杂波形状参数和雷达信道数量会对MAP-GLRT检测器的检测性能产生影响;相比于其他检测器,MAP-GLRT检测器在检测性能上更有优势。展开更多
Based on the "Grayscales average distribution" method which equally distributes the input gray levels to output gray levels, three improved methods named: "Reduce the gray range expressed by the less si...Based on the "Grayscales average distribution" method which equally distributes the input gray levels to output gray levels, three improved methods named: "Reduce the gray range expressed by the less significant subfields", "Low levels preset" and "Modify the exponent of inverse-gamma function" are proposed in this paper. Using these methods, the inverse-gamma relation subfields code can be obtained easily which can improve the low level expressions of AC-PDP. And a program, "gray scales distribution validate program", which can enhance the expressions of the demanded gray levels range, is also proposed in this paper.展开更多
在部分均匀海杂波环境下,海杂波的瞬时功率波动起伏较大,导致海面目标检测的性能受到影响。为了减小此影响,引入一个平滑因子以实现对杂波功率的控制,提出了平滑-广义似然比检测器(smooth-generalized likelihood ratio test,S-GLRT)。...在部分均匀海杂波环境下,海杂波的瞬时功率波动起伏较大,导致海面目标检测的性能受到影响。为了减小此影响,引入一个平滑因子以实现对杂波功率的控制,提出了平滑-广义似然比检测器(smooth-generalized likelihood ratio test,S-GLRT)。通过推导S-GLRT的虚警概率表达式,表明其相对于杂波纹理分量的尺度参数具有恒虚警特性。在不增加计算复杂度的前提下,实验结果表明,在部分均匀的海杂波背景下,S-GLRT优于GLRT。展开更多
文摘基于复合高斯杂波纹理分量服从逆伽马分布的假设和分布式极化多输入多输出(multiple-input multiple-output,MIMO)雷达阵元特点,建立了雷达极化信号模型,提出了一种基于最大后验概率(maximum a posteriori,MAP)估计和广义似然比检验(generalized likelihood ratio test,GLRT)的MIMO雷达极化检测器(MAP-GLRT),该检测器利用了辅助数据估计杂波协方差矩阵以实现自适应性。通过推导检测器的虚警概率表达式,表明其相对于杂波能量具有恒虚警特性。仿真结果表明,杂波形状参数和雷达信道数量会对MAP-GLRT检测器的检测性能产生影响;相比于其他检测器,MAP-GLRT检测器在检测性能上更有优势。
文摘Based on the "Grayscales average distribution" method which equally distributes the input gray levels to output gray levels, three improved methods named: "Reduce the gray range expressed by the less significant subfields", "Low levels preset" and "Modify the exponent of inverse-gamma function" are proposed in this paper. Using these methods, the inverse-gamma relation subfields code can be obtained easily which can improve the low level expressions of AC-PDP. And a program, "gray scales distribution validate program", which can enhance the expressions of the demanded gray levels range, is also proposed in this paper.
基金supported by the MOE Project of Humanities and Social Sciences on the West and the Border Area (Grant No. 20XJC910001)the National Social Science Fund of China (Grant No. 21XTJ001)the National Natural Science Foundation of China (Grant No. 12001068)。
基金supported by the Fundamental Research Funds for the Central Universities(Grant Nos.CQDXWL-2012-004CDJRC10100010+2 种基金106112016CDJXY100002)the China Scholarship Council(Grant No.201606055028)the MOE Project of Humanities and Social Sciences on the West and the Border Area(Grant No.14XJC910001)
文摘在部分均匀海杂波环境下,海杂波的瞬时功率波动起伏较大,导致海面目标检测的性能受到影响。为了减小此影响,引入一个平滑因子以实现对杂波功率的控制,提出了平滑-广义似然比检测器(smooth-generalized likelihood ratio test,S-GLRT)。通过推导S-GLRT的虚警概率表达式,表明其相对于杂波纹理分量的尺度参数具有恒虚警特性。在不增加计算复杂度的前提下,实验结果表明,在部分均匀的海杂波背景下,S-GLRT优于GLRT。
