Design of Neural-Network-Based Mutual Coupling Compensators for Printed Planar Antenna Arrays

被引：1

作者：

Alzahed, Abdelelah M. ^{[1
]}

Antar, Yahia M. M. ^{[1
]}

Mikki, Said ^{[2
]}

机构：

[1] Royal Mil Coll Canada, Dept Elect & Comp Engn, Kingston, ON, Canada

[2] Univ New Haven, Dept Elect & Comp Engn & Comp Sci, West Haven, CT USA

来源：

2020 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION AND NORTH AMERICAN RADIO SCIENCE MEETING | 2020年

关键词：

D O I：

10.1109/IEEECONF35879.2020.9330214

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：

We propose a methodology to compensate the effect of mutual coupling in planar antenna array arrangements using a novel electromagnetic machine learning (ML) technique. The electromagnetic behavior of the array elements and their mutual coupling interactions are described via the antenna current Green's function (ACGF). A ML artificial neural network (ANN) procedure is then applied and combined with the ACGF to optimize array ports and mitigate for mutual coupling effects.

引用

页码：1035 / 1036

页数：2

共 50 条

[1] Integrated compensation network for low mutual coupling of planar microstrip antenna arrays
Duffy, Sean M.
Brigham, Glenn A.
Herd, Jeffrey S.
2007 IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM, VOLS 1-12, 2007, : 1273 - 1276
[2] Mutual coupling analyses of antenna arrays by neural network models with radial basis functions
Lee, KC
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2003, 17 (08) : 1217 - 1223
[3] Verification of the Mutual Coupling Compensation Technique in Small Planar Antenna Arrays
Zamlynski, Mariusz
Slobodzian, Piotr
18TH INTERNATIONAL CONFERENCE ON MICROWAVES, RADAR AND WIRELESS COMMUNICATIONS (MIKON-2010), VOL 1 AND VOL 2, 2010,
[4] Directions of arrival estimation with planar antenna arrays in the presence of mutual coupling
Akkar, Salem
Harabi, Ferid
Gharsallah, Ali
INTERNATIONAL JOURNAL OF ELECTRONICS, 2013, 100 (06) : 818 - 836
[5] Mutual Coupling in Antenna Arrays
Hui, Hon Tat
Bialkowski, Marek E.
Lui, Hoi Shun
INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2010, 2010
[6] Neural-Network-Based Digital Predistortion for Active Antenna Arrays Under Load Modulation
Brihuega, Alberto
Anttila, Lauri
Valkama, Mikko
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS, 2020, 30 (08) : 843 - 846
[7] Design of Nonredundant Sparse Planar Arrays With Reduced Mutual Coupling
Yan, Hangqi
Wang, Yuexian
Wang, Ling
Li, Rongfeng
Liu, Wei
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (02) : 1272 - 1283
[8] Design of Maximally Sparse Antenna Arrays in the Presence of Mutual Coupling
Bencivenni, C.
Ivashina, M. V.
Maaskant, R.
Wettergren, J.
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2015, 14 : 159 - 162
[9] Mutual Coupling Reduction between Printed Dual-Frequency Antenna Arrays
Li, Lin
Yu, Yantao
Yi, Lijun
PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS, 2016, 59 : 63 - 69
[10] MUTUAL COUPLING COMPENSATION FOR SMALL, CIRCULARLY SYMMETRIC PLANAR ANTENNA-ARRAYS
DAVIES, DEN
IEE PROCEEDINGS-H MICROWAVES ANTENNAS AND PROPAGATION, 1984, 131 (06) : 426 - 426

← 1 2 3 4 5 →