Title :
Expedited microstrip antenna array design through surrogate-based optimization
Author :
Koziel, Slawomir ; Ogurtsov, Stanislav
Author_Institution :
Eng. Optimization & Modeling Center, Reykjavik Univ., Reykjavik, Iceland
Abstract :
In this work, a technique for expedited design of microstrip antenna arrays using surrogate-based optimization is presented. The proposed methodology exploits an antenna array model which superposes EM-simulated responses (both radiation and reflection) of the array with only one radiator active at a time. Low optimization cost is maintained by constructing the model from coarse-discretization EM-simulation data. In the process, the antenna array model is iteratively corrected and re-optimized to yield an improved set of excitation amplitudes and/or phases. Our approach permits simultaneous handling of the radiation pattern and the reflection coefficients, i.e., accounting for design specifications imposed on both reflection and radiation responses. It is demonstrated using a planar 10 by 10 microstrip array with the optimized design obtained at the cost corresponding to a few evaluations the high-fidelity EM model.
Keywords :
antenna radiation patterns; design engineering; electromagnetic wave scattering; iterative methods; microstrip antenna arrays; optimisation; coarse-discretization EM-simulation data; excitation amplitudes; excitation phases; expedited microstrip antenna array design; high-fidelity EM model; radiation pattern; reflection coefficients; surrogate-based optimization; Analytical models; Antenna radiation patterns; Arrays; Computational modeling; Microstrip antenna arrays; Optimization; Reflection; EM-driven design; antenna arrays; microstrip antennas; pattern synthesis; surrogate-based optimization;
Conference_Titel :
Microwave Conference (EuMC), 2014 44th European
Conference_Location :
Rome
DOI :
10.1109/EuMC.2014.6986571