DocumentCode :
3232844
Title :
Application of the differential evolution algorithm to the optimization of two-dimensional synthetic aperture microwave radiometer circle array
Author :
Chao, Kun ; Zhao, Zhenwei ; Wu, Zhensen ; Lang, Rui
Author_Institution :
China Res. Inst. of Radiowave Propagation, Qingdao, China
fYear :
2010
fDate :
8-11 May 2010
Firstpage :
1212
Lastpage :
1215
Abstract :
A new optimization technique based on the differential evolution algorithm is presented for the design of two-dimensional synthetic aperture microwave radiometer circle array. The object function is designed by minimizing redundant array and maximizing the distance between spatial frequency coverage samples and the optimal results of 16~32 elements circle array are obtained. Compare with simulated annealing algorithm and symmetrical distribution array, the numerical results show that the differential evolution algorithm can obtain a better solution and observably decrease computational run time. The image reconstruction and inversion algorithm of two-dimensional synthetic aperture microwave radiometer is G matrix algorithm. Compare with the symmetrical circle array, the image reconstruction of the optimal array is better.
Keywords :
evolutionary computation; image reconstruction; matrix algebra; microwave antenna arrays; radiometry; radiowave interferometry; differential evolution algorithm; image reconstruction; inversion algorithm; matrix algorithm; spatial frequency coverage sample; symmetrical distribution array; two-dimensional synthetic aperture microwave radiometer circle array; Algorithm design and analysis; Computational modeling; Design optimization; Distributed computing; Frequency; Image reconstruction; Microwave antenna arrays; Microwave radiometry; Microwave theory and techniques; Simulated annealing; 2D synthetic aperture microwave radiometer; antenna array optimization; differential evolution algorithm; image reconstruction and inversion algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Microwave and Millimeter Wave Technology (ICMMT), 2010 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5705-2
Type :
conf
DOI :
10.1109/ICMMT.2010.5525009
Filename :
5525009
Link To Document :
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