Design of multiobjective reconfigurable antenna array with discrete phase shifters using multiobjective differential evolution based on decomposition

被引:8
|
作者
Li, Xiangtao [1 ]
Yin, Minghao [1 ]
机构
[1] NE Normal Univ, Coll Comp Sci, Changchun 130117, Peoples R China
基金
中国国家自然科学基金;
关键词
G3-GA; MOEA; D; multiobjective reconfigurable antenna array; dual beam; mutual coupling; PARTICLE SWARM OPTIMIZATION; PATTERN SYNTHESIS; ALGORITHM;
D O I
10.1002/mmce.20626
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The reconfigurable design problem is to find the element that will result in a sector pattern main beam with side lobes. The same excitation amplitudes applied to the array with zero phase should be in a high directivity, low-side lobe pencil-shaped main beam. This work presents a multiobjective approach to solve this problem. We consider two design objectives: the minimum value for the dual beam and the dynamic range ratio in qualify the entire array radiation pattern in order to achieve the optimal value between the antenna-array elements. We use a recently developed and very competitive multiobjective evolutionary algorithm, called MOEA/D. This algorithm uses a decomposition approach to convert the problem of approximation of the Pareto Front into a number of single objective optimization problems. We illustrate that the best solutions obtained by the MOEA/D can outperform stat-of-art single objective algorithm: generalized generation-gap model genetic algorithm (G3-GA) and differential evolution algorithm (DE). In addition, we compare the results obtained by MOEA/D with those obtained by one of the most widely multiobjective algorithm called NSGA-II and mutliobjective DE. (C) 2012 Wiley Periodicals, Inc. Int J RF and Microwave CAE 22: 675681, 2012.
引用
收藏
页码:675 / 681
页数:7
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