• 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