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电子学报  2012 

矢量最优化稳健波束形成性能分析

DOI: 10.3969/j.issn.0372-2112.2012.07.011, PP. 1351-1357

Keywords: 信息处理技术,稳健自适应波束形成,矢量最优化,正则化,二阶锥规划

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Abstract:

针对标准的Capon波束形成在阵列导向矢量存在误差时出现严重性能退化,本文从权矢量模约束和不确定集两个角度出发,提出矢量最优化稳健波束形成方法,并通过二阶锥规划进行有效求解.文中还进一步给出自适应权矢量的近似解析表达式,揭示了影响最优权矢量的各主要因素.通过理论分析和计算机仿真研究,详细讨论了约束参数、信噪比、快拍数以及方位估计偏差对输出信干噪比及空间谱估计的影响.外场实验数据处理结果表明,将本文方法应用于实际工程进行空间谱估计,能够得到准确而稳健的高分辨方位估计结果.

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