Rapid design of microstrip antenna arrays by means of surrogate-based optimisation

被引:9
作者
Koziel, Slawomir [1 ]
Ogurtsov, Stanislav [1 ]
机构
[1] Reykjavik Univ, Sch Sci & Engn, Engn Optimisat & Modeling Ctr, IS-101 Reykjavik, Iceland
关键词
GENETIC-ALGORITHMS; MODEL MANAGEMENT;
D O I
10.1049/iet-map.2014.0133
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
A technique for rapid simulation driven design of planar microstrip antenna arrays is introduced. It exploits the surrogate-based optimisation paradigm and variable-fidelity electromagnetic (EM) simulations. The design process includes radiation pattern optimisation and matching. Two low-fidelity models are utilised: a coarse-mesh EM model of the entire array and a model of the array based on the simulated single element radiation response combined with the array factor. Both models, after suitable correction, guide the optimisation process towards the optimum of the antenna array high-fidelity model. Design optimisation of a 5 x 5 and 7 x 7 microstrip antenna arrays is conducted and described to demonstrate operation as well as efficiency of the proposed technique. The computational cost of optimised designs is equivalent to a few high-fidelity simulations of the entire array despite a large number of design variables.
引用
收藏
页码:463 / 471
页数:9
相关论文
共 24 条
[1]   An Overview of First-Order Model Management for Engineering Optimization [J].
Alexandrov, Natalia M. ;
Lewis, Robert Michael .
OPTIMIZATION AND ENGINEERING, 2001, 2 (04) :413-430
[2]   Genetic algorithms in the design and optimization of antenna array patterns [J].
Ares-Pena, FJ ;
Rodriguez-Gonzalez, JA ;
Villanueva-Lopez, E ;
Rengarajan, SR .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1999, 47 (03) :506-510
[3]  
Balanis CA., 1997, ANTENNA THEORY ANAL
[4]  
Bandler J.W., 2006, SIAG/Optimization Views-and-News Special Issue on Surrogate/Derivative-Free Optimization, V17, P19
[5]   Space mapping: The state of the art [J].
Bandler, JW ;
Cheng, QSS ;
Dakroury, SA ;
Mohamed, AS ;
Bakr, MH ;
Madsen, K ;
Sondergaard, J .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2004, 52 (01) :337-361
[6]   A simultaneous parameter adaptation scheme for genetic-algorithms with application to phased array synthesis [J].
Boeringer, DW ;
Werner, DH ;
Machuga, DW .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2005, 53 (01) :356-371
[7]  
CST Microwave Studio, 2011, CST MICR STUD VER 20
[8]   Recent advances in surrogate-based optimization [J].
Forrester, Alexander I. J. ;
Keane, Andy J. .
PROGRESS IN AEROSPACE SCIENCES, 2009, 45 (1-3) :50-79
[9]   Particle swarm optimization for reconfigurable phase-differentiated array design [J].
Gies, D ;
Rahmat-Samii, Y .
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2003, 38 (03) :168-175
[10]  
Jin N., 2006, 2006 NAT RAD SCI M B, P69