Application of particle swarm algorithm to the optimization of unequally spaced antenna arrays

被引:64
作者
Lee, K. -C. [1 ]
Jhang, J. -Y. [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Syst & Naval Mechatron Engn, Tainan 701, Taiwan
关键词
D O I
10.1163/156939306779322747
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 this paper, the particle swarm algorithm is applied to the optimization of unequally spaced antenna arrays. The difference between the peak of main lobe and the peak of the highest side lobe is maximized using the particle swarm algorithm by adjusting the positions and weights of array elements. Restrictions can be easily imposed on the fitness function in the optimization process. Numerical examples show that the optimization results of this study are slightly better than those of other existing studies. The particle swarm algorithm is inherently a stochastic optimization algorithm. It is very easy in formulations and programming. Therefore, it will be very useful in the design of antenna arrays.
引用
收藏
页码:2001 / 2012
页数:12
相关论文
共 14 条
[1]   SYNTHESIS OF UNEQUALLY SPACED ARRAYS USING DYNAMIC PROGRAMMING [J].
ARORA, RK ;
KRISHNAMACHARYULU, NC .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1968, AP16 (05) :593-+
[2]  
Carlisle A., 2001, Proceedings of the Workshop on Particle Swarm Optimization, P1
[3]   The particle swarm - Explosion, stability, and convergence in a multidimensional complex space [J].
Clerc, M ;
Kennedy, J .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (01) :58-73
[4]   A versatile enhanced genetic algorithm for planar array design [J].
Donelli, M ;
Caorsi, S ;
De Natale, F ;
Franceschini, D ;
Massa, A .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2004, 18 (11) :1533-1548
[5]  
Hansen R.C., 1998, WILEY MICRO
[6]   ON PROPERTIES AND DESIGN OF NONUNIFORMLY SPACED LINEAR ARRAYS [J].
JARSKE, P ;
SARAMAKI, T ;
MITRA, SK ;
NEUVO, Y .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (03) :372-380
[7]  
Kennedy J., 1995, P IEEE C NEUR NETW 4
[8]   Size optimization of a microstrip GPS antenna for automobile glass with a genetic algorithm [J].
Koo, JC ;
Shim, J ;
Suh, TI ;
Bang, JK ;
Kim, HT .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2004, 18 (11) :1459-1470
[9]   A genetic algorithm based direction finding technique with compensation of mutual coupling effects [J].
Lee, KC .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2003, 17 (11) :1613-1624
[10]   Genetic algorithms based analyses of nonlinearly loaded antenna arrays including mutual coupling effects [J].
Lee, KC .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2003, 51 (04) :776-781