系统工程与电子技术 ›› 2018, Vol. 40 ›› Issue (4): 739-745.doi: 10.3969/j.issn.1001-506X.2018.04.04

• 电子技术 • 上一篇    下一篇

稀布同心圆环阵列的优化设计

戴定成1, 姚敏立1, 金伟2, 张峰干1   

  1. 1. 火箭军工程大学信息工程系, 陕西 西安 710025;
    2. 火箭军工程大学初级指挥学院, 陕西 西安 710025
  • 出版日期:2018-03-25 发布日期:2018-04-02

Optimum design of sparse concentric rings array

DAI Dingcheng1, YAO Minli1, JIN Wei2, ZHANG Fenggan1   

  1. 1. Department of Information Engineering, Rocket Force University of Engineering, Xi’an 710025, China; 2. Elementary Command College, Rocket Force University of Engineering, Xi’an 710025, China
  • Online:2018-03-25 Published:2018-04-02

摘要:

针对有阵列孔径以及阵元间隔约束的均匀激励稀布同心圆环阵列综合问题,提出了一种改进的差分进化算法,首先,构造了圆环数量的映射函数,解决了圆环数量不同的个体同时参与优化迭代的问题;其次,结合差分进化算法和和声搜索算法,引入随机噪声以提升种群的多样性,建立了动态变化的种群保留概率和变异概率模型,提高了优化算法的全局搜索能力;最后,进行了仿真实验,实验结果证明了算法的有效性。

Abstract:

To solve the problem of synthesizing the uniformly excited sparse concentric ring arrays with the constraints, which include aperture and minimum elements spacing, an improved differential evolution algorithm is proposed. Firstly, a mapping function is set up to take individuals with unequal rings number into optimization. Secondly, the differential evolution is combined with the harmony search method, and the diversity of individuals has been improved by inserting random noise. Furthermore, dynamic model of crossover probability and mutation probability is established to improve the global optimal performance. Finally, the effectiveness of the proposed method is verified by simulations.