Experimental Studies on Direction Finding Via Blind Beamforming

Jie Zhuo, Chao Sun, Yixin Yang
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引用次数: 1

Abstract

Blind beamforming algorithms have the ability to recover the desired signals from array outputs without any prior knowledge of the array geometry. After blind separation of the signals, the DOAs can be estimated for each source individually. In this paper, the performance of the multistage constant modulus (CM) array, one of the most striking blind beamforming algorithms, for the source DOA estimation was analyzed via water tank experiments, and was compared to that of other DOA estimation algorithms including the 'non-blind' and the 'blind' algorithms. Results of water tank experiments showed that the multistage CM array can not only blindly recover the independent signal, but also correctly estimate the DOAs. The angle separating ability of the CM array was beyond the Rayleigh resolution limit.
盲波束形成测向的实验研究
盲波束形成算法具有从阵列输出中恢复所需信号的能力,而无需事先了解阵列的几何形状。对信号进行盲分离后,可以单独估计每个源的doa。通过水箱实验,分析了多级恒模阵列(CM)波束形成算法中最引人注目的盲波束形成算法之一的源DOA估计性能,并与“非盲”和“盲”波束形成算法进行了比较。水箱实验结果表明,多级CM阵既能盲恢复独立信号,又能正确估计doa。CM阵列的角度分离能力超出了瑞利分辨极限。
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