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Robust adaptive array beamforming for cyclostationary signals under cycle frequency error

机译:循环频率误差下循环平稳信号的鲁棒自适应阵列波束形成

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This paper deals with the problem of robust adaptive array beamforming for cyclostationary signals. By exploiting the signal cyclostationarity, the SCORE algorithms presented by Agee, Schell and Gardner (1990) have been shown to be effective in performing adaptive beamforming without requiring the direction vector of the desired signal. However, these algorithms suffer from severe performance degradation even if there is a small mismatch in the cycle frequency of the desired signal. In this paper, we first evaluate the performance of the SCORE algorithms in the presence of cycle frequency error (CFE). An analytical formula is derived to show the behavior of the performance degradation due to CFE. Based on the theoretical result, we then develop an efficient method in conjunction with the SCORE algorithms to achieve robust adaptive beamforming against the CFE. Several simulation examples for confirming the theoretical analysis and showing the effectiveness of the proposed method are also presented.
机译:本文研究了用于循环平稳信号的鲁棒自适应阵列波束形成问题。通过利用信号的循环平稳性,由Agee,Schell和Gardner(1990)提出的SCORE算法已显示出在执行自适应波束成形方面有效,而无需所需信号的方向矢量。但是,即使所需信号的周期频率之间存在很小的失配,这些算法也会遭受严重的性能下降。在本文中,我们首先在存在循环频率误差(CFE)的情况下评估SCORE算法的性能。推导了一个分析公式,以显示由于CFE而导致的性能下降的行为。基于理论结果,然后我们结合SCORE算法开发一种有效的方法,以针对CFE实现鲁棒的自适应波束形成。给出了几个仿真实例,以证实理论分析并证明了该方法的有效性。

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