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A Novel LMS Beamformer for Adaptive Antenna Array

机译:一种用于自适应天线阵列的新型LMS波束形成器

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Least Mean Square (LMS) beamforming algorithm is one of the most popular method in array signal processing due to its low complexity. The main downside of this method is low convergence rate which limits its application in many wireless communications. In this paper, we proposed a novel LMS algorithm which produces satisfactory performance within 6 iterations. We used novel structure which consists of two LMS modules, one converse speediness module and speediness module. The experimental results show that novel LMS algorithm is superior in convergence rate and has about 92.5% of improvement over classical LMS algorithm.
机译:最小均方(LMS)波束成形算法由于其低复杂度而成为阵列信号处理中最受欢迎的方法之一。该方法的主要缺点是收敛速度低,这限制了其在许多无线通信中的应用。在本文中,我们提出了一种新颖的LMS算法,该算法可在6次迭代中产生令人满意的性能。我们使用了新颖的结构,该结构由两个LMS模块,一个逆向快速模块和快速模块组成。实验结果表明,与传统的LMS算法相比,新型的LMS算法具有更高的收敛速度,并且具有约92.5%的改进率。

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