Pattern synthesis of cylindrical conformal array by the modified particle swarm optimization algorithm

被引:34
|
作者
Lu, Z. B. [1 ]
Zhang, A. [1 ]
Hou, X. Y. [1 ]
机构
[1] Northwestern Polytech Univ, Sch Elect & Informat, Xian 710072, Peoples R China
关键词
D O I
10.2528/PIER07103004
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In order to overcome drawbacks of standard particle swarm optimization (PSO) algorithm, such as prematurity and easily trapping in local optimum, a modified PSO algorithm which adopts a global best perturbation, is used to optimize the pattern of cylindrical conformal antenna array for sidelobe level (SLL) suppression and null control in certain directions. The convergence speed and accuracy of the algorithm are improved. Compared with genetic algorithm and simulated annealing, The PSO algorithm is much easier to understand and implement. Firstlypattern formula of conformal array is provided, then, the standard and modified PSO algorithm are introduced, at last, application examples and simulation results are presented. The results show that the Modified PSO algorithm is an effective and efficient method to solve multi-dimension and nonlinear problem.
引用
收藏
页码:415 / 426
页数:12
相关论文
共 50 条
  • [11] Conformal array antenna design using modified particle swarm optimization
    Liu, X. F.
    Jiao, Y. C.
    Zhang, F. S.
    JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2008, 22 (2-3) : 207 - 218
  • [12] Pattern Synthesis of the Distributed Array Based on the Hybrid Algorithm of Particle Swarm Optimization and Convex Optimization
    Ma, Shoulei
    Li, Hailin
    Cao, Aihua
    Tan, Jing
    Zhou, Jianjiang
    2015 11TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2015, : 1230 - 1234
  • [13] Antenna Array Pattern Synthesis Based on a Hybrid Particle Swarm Optimization and Genetic Algorithm
    Hu, Hongming
    Zhao, Lulu
    Gao, Peng
    Liang, Guang
    Li, Huawang
    COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, VOL. 1, 2022, 878 : 236 - 243
  • [14] Particle Swarm Optimization for Pattern Synthesis of Superconducting Antenna Array
    Barkat, Ouarda
    2013 8TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2013, : 431 - 434
  • [15] Pattern Synthesis of Antennas Based on Particle Swarm Optimization Algorithm
    Duan, Li
    Zhao, Yisong
    Xue, Yongyi
    ADVANCES IN COMPUTER SCIENCE, ENVIRONMENT, ECOINFORMATICS, AND EDUCATION, PT IV, 2011, 217 : 1 - 5
  • [16] Efficiency-constrained particle swarm optimization of a modified Bernstein polynomial for conformal array excitation amplitude synthesis
    Boeringer, DW
    Werner, DH
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2005, 53 (08) : 2662 - 2673
  • [17] Synthesis of Cosecant Array Factor Pattern Using Particle Swarm Optimization
    Chang, Min-Chi
    Weng, Wei-Chung
    2013 PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION (ISAP), VOLS 1 AND 2, 2013,
  • [18] A perturbation particle swarm optimization for the synthesis of the radiation pattern of antenna array
    Yuan, Zhihao
    Jin, Ronghong
    Geng, Junping
    Fan, Yu
    Lao, Jia
    Li, Jiaqiang
    Rui, Xianyi
    Fang, Zhijiang
    Sun, Jing
    2005 ASIA-PACIFIC MICROWAVE CONFERENCE PROCEEDINGS, VOLS 1-5, 2005, : 1938 - 1941
  • [19] A Hybrid Optimization Algorithm and Its Application for Conformal Array Pattern Synthesis
    Li, Wen Tao
    Shi, Xiao Wei
    Hei, Yong Qiang
    Liu, Shu Fang
    Zhu, Jiang
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2010, 58 (10) : 3401 - 3406
  • [20] A Modified Particle Swarm Optimization Algorithm
    Liu, Enhai
    Dong, Yongfeng
    Song, Jie
    Hou, Xiangdan
    Li, Nana
    2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 2, PROCEEDINGS,, 2009, : 666 - 669