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基于二阶锥规划的稳健低旁瓣自适应波束形成

Second-order cone programming based robust low sidelobe adaptive beamforming

  • 摘要: 针对水下成像时圆弧阵常规波束旁瓣级较高,当存在强干扰时容易带来较多虚警的缺点,提出一种基于二阶锥规划的稳健低旁瓣自适应波束形成方法。该方法通过对波束旁瓣进行优化设计,可以将波束旁瓣级进行严格控制,并进一步结合协方差矩阵重构法,使波束形成器的稳健性得到提高,最后将该波束优化问题转化为二阶锥规划问题进行求解。计算机仿真结果表明,相较于其他算法来说,文中算法在波束旁瓣级得到严格控制的同时,可以在存在各类失配的情况下获得更高的输出信干噪比,稳健性更高。水池实验进一步验证了该方法的有效性,该研究成果可以在声呐成像领域应用。

     

    Abstract: In this paper, a robust low sidelobe adaptive beamforming method based on second-order cone programming is proposed in view of the disadvantages of high sidelobe level of arc array conventional beamforming and high false alarm rate in the case of strong interference. This method can strictly control the sidelobe levels by the optimization design of beam sidelobes, and further improves the robustness of the low sidelobe beamformer by the covariance matrix reconstruction method. Finally, the beamformer optimization problem is transformed into a second-order cone programming problem and then solved. The results of computer simulation show that, compared with other algorithms, the proposed algorithm can achieve higher signal to interference plus noise ratio (SINR) and higher robustness in the case of various mismatches while strictly controlling the beam sidelobe levels. The pool experiment further proves the validity of the proposed method, and this method can be used in the field of sonar imaging.

     

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