Gholampour Amir, Sakhaei Sayed Mahmoud, Andargoli Seyed Mehdi Hosseini
Department of Computer and Electrical Engineering, Babol Noshirvani University of Technology, Babol, Iran.
Department of Computer and Electrical Engineering, Babol Noshirvani University of Technology, Babol, Iran.
Ultrasonics. 2017 Apr;76:10-18. doi: 10.1016/j.ultras.2016.12.009. Epub 2016 Dec 16.
Apodization is a common way to control the sidelobe level of the beampattern. To design the apodization, it is usually assumed that the medium is homogenous with a fixed value of sound speed, despite the fact that the speed may vary by a great value in practical situations. On the other hand, the beamforming performance is highly affected by the speed value. In this paper, the beampattern sensitivity to the speed variations is firstly investigated through both mathematical representations and simulation results showing that the speed errors lead to a sever degradation of the beampattern in terms of both mainlobe width and sidelobe level. Then, we consider an optimization problem robust to the speed variations which minimizes the sidelobe level while maintaining a predefined mainlobe width. Furthermore, the optimization problem is reformulated as a convex problem using semidefinite relaxation (SDR) method to be solved more efficiently. The solutions are evaluated for some exemplary phased arrays at different values of focusing depths and mainlobe widths. The results show that the robust apodization is capable of maintaining the mainlobe properties for all possible values of the speed, while minimizing the sidelobe level. Moreover, the superiority of the robust method against non-robust method is highlighted at lower focusing depths and smaller mainlobe widths.
变迹是控制波束方向图旁瓣电平的常用方法。在设计变迹时,通常假设介质是均匀的,声速为固定值,尽管在实际情况中声速可能会有很大变化。另一方面,波束形成性能受声速值的影响很大。本文首先通过数学表述和仿真结果研究了波束方向图对速度变化的敏感性,结果表明速度误差会导致波束方向图在主瓣宽度和旁瓣电平方面严重退化。然后,我们考虑一个对速度变化具有鲁棒性的优化问题,即在保持预定义主瓣宽度的同时最小化旁瓣电平。此外,使用半定松弛(SDR)方法将优化问题重新表述为一个凸问题,以便更有效地求解。针对一些不同聚焦深度和主瓣宽度值的示例性相控阵对解进行了评估。结果表明,鲁棒变迹能够在声速的所有可能值下保持主瓣特性,同时最小化旁瓣电平。此外,在较低聚焦深度和较小主瓣宽度下,突出显示了鲁棒方法相对于非鲁棒方法的优越性。