4.7 Article

High-Directivity Optimization Technique for Irregular Arrays Combined With Maximum Entropy Model

期刊

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
卷 69, 期 7, 页码 3913-3923

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TAP.2020.3044653

关键词

Phased arrays; Entropy; Optimization; Shape; Wideband; Computer architecture; Reflection; High directivity; irregular array; maximum entropy model; relative wave path difference (RWPD)

资金

  1. National Science Foundation of China [61631006, 61721001]

向作者/读者索取更多资源

An optimization technique for irregular arrays with high-directivity combining maximum entropy model is proposed. By analyzing the reduction in directivity due to relative wave path difference, a mixed integer linear programming model is introduced to achieve high directivity and low sidelobe simultaneously for tetromino-shaped irregular arrays. The proposed method outperforms state-of-the-art methods in terms of directivity by about 1 dB for a scan to 45 degrees.
A high-directivity optimization technique for irregular arrays combined with maximum entropy model is presented. First, the major cause of the reduction in directivities of irregular arrays has been analyzed, namely, the so-called relative wave path difference. The larger size of subarrays and the wider scanning angle will inevitably enlarge relative wave path differences, thus resulting in the reduction of directivity. Aimed at this challenging issue, a mixed integer linear programming model is proposed to achieve high directivity and low sidelobe simultaneously for tetromino-shaped irregular arrays. An embedded structure algorithm has been applied to efficiently optimize a large-scale array with 2-D 60 degrees maximum scanning angles. Moreover, representative numerical examples based on Vivaldi finite arrays are presented to demonstrate the effectiveness of the proposed approach. Numerical results show that the directivity of an optimized array by the proposed method outperforms those of the reported state-of-the-art methods by about 1 dB for the scan to 45 degrees.

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