Transmitarray Antenna Design Using Forward and Inverse Neural Network Modeling

被引:48
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 [J].
Abdelrahman, Ahmed H. ;
Elsherbeni, Atef Z. ;
Yang, Fan .
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 [J].
Chen, Yu ;
Chen, Xing ;
Huang, Kama .
ELECTROMAGNETICS, 2012, 32 (02) :77-85
[5]   Reflectarray Design With Similarity-Shaped Fragmented Sub-Wavelength Elements [J].
Ethier, Jonathan L. T. ;
McNamara, Derek A. ;
Chaharmir, Mohammad Reza ;
Shaker, Jafar .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2014, 62 (09) :4498-4509
[6]   Neural Network Characterization of Reflectarray Antennas [J].
Freni, Angelo ;
Mussetta, Marco ;
Pirinoli, Paola .
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) [J].
Gagnon, Nicolas ;
Petosa, Aldo ;
McNamara, Derek A. .
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