Transmitarray Antenna Design Using Forward and Inverse Neural Network Modeling

被引:43
作者
Gosal, Gurpreet [1 ]
Almajali, E'qab [1 ]
McNamara, Derek [1 ]
Yagoub, Mustapha [1 ]
机构
[1] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON K1N 6N5, Canada
来源
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS | 2016年 / 15卷
关键词
Database inversion; inverse neural network; transmitarray; REFLECTARRAY;
D O I
10.1109/LAWP.2015.2514065
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
Transmitarray work begins with the setting up of a database of transmission coefficients versus element parameters. This database has to be inverted as part of the design process. It is shown that inverse neural networks are well-suited to do this, even when the inverse relationships are multivalued.
引用
收藏
页码:1483 / 1486
页数:4
相关论文
共 17 条
  • [1] High-Gain and Broadband Transmitarray Antenna Using Triple-Layer Spiral Dipole Elements
    Abdelrahman, Ahmed H.
    Elsherbeni, Atef Z.
    Yang, Fan
    [J]. IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2014, 13 : 1288 - 1291
  • [2] Almajali E, 2014, IEEE ANTENNAS PROP, P1268, DOI 10.1109/APS.2014.6904961
  • [3] Aoki Y, 2011, IEEE ANTENNAS PROP, P960, DOI 10.1109/APS.2011.5996437
  • [4] Design of Microstrip Reflectarray Antenna Using a Genetic Algorithm Based Optimization Method
    Chen, Yu
    Chen, Xing
    Huang, Kama
    [J]. ELECTROMAGNETICS, 2012, 32 (02) : 77 - 85
  • [5] Reflectarray Design With Similarity-Shaped Fragmented Sub-Wavelength Elements
    Ethier, Jonathan L. T.
    McNamara, Derek A.
    Chaharmir, Mohammad Reza
    Shaker, Jafar
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2014, 62 (09) : 4498 - 4509
  • [6] Neural Network Characterization of Reflectarray Antennas
    Freni, Angelo
    Mussetta, Marco
    Pirinoli, Paola
    [J]. INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2012, 2012
  • [7] Gagnon N., 2011, THESIS U OTTAWA OTTA
  • [8] Research and Development on Phase-Shifting Surfaces (PSSs)
    Gagnon, Nicolas
    Petosa, Aldo
    McNamara, Derek A.
    [J]. IEEE ANTENNAS AND PROPAGATION MAGAZINE, 2013, 55 (02) : 29 - 48
  • [9] Gosal G, 2014, IEEE ANTENNAS PROP, P1272, DOI 10.1109/APS.2014.6904963
  • [10] Gosal G, 2015, THESIS DEP ELECTR CO