Millimeter-Wave Spoof Surface Plasmon Polariton Based Antenna Using Machine-Learning-Assisted Optimization Method

Zhu，Qian1; Jiao，Yaxi1,2; Ni，Rui1; Yang，Ganghua1

10.1109/IMWS-AMP53428.2021.9643941

2021

IEEE MTT-S International Microwave Workshop Series on Advanced Materials and Processes for RF and THz Applications (IMWS-AMP)

978-1-6654-2820-0

2021 IEEE MTT-S International Microwave Workshop Series on Advanced Materials and Processes for RF and THz Applications, IMWS-AMP 2021

85-87

NOV 15-17, 2021

null,Chongqing,PEOPLES R CHINA

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

Multiple antenna technologies in the millimeter-wave band usually suffer from loss and complexity issues. Therefore, a wideband spoof surface plasmon polariton based patch antenna with shorted end is proposed in this paper. The antenna is optimized using machine-learning-Assisted optimization method. Both S-parameters and radiation patterns over a wide bandwidth are considered in the optimization process. Therefore, wide impedance bandwidth and high gain are realized over the desired frequency band from 24 to 30 GHz.

leaky wave antenna machine-learning millimeter-wave optimization spoof surface plasmon polariton

其他

英语

CPCI-S ; EI

National Key R&D Program of China[2020YFB1807100]

Optics ; Telecommunications

Optics ; Telecommunications

WOS:000802217700030

20220611604228

Bandwidth ; Electric impedance ; Electromagnetic wave polarization ; Learning algorithms ; Machine learning ; Microstrip antennas ; Microwave antennas ; Millimeter waves ; Phonons ; Photons ; Scattering parameters ; Slot antennas ; Surface plasmon resonance

Electricity: Basic Concepts and Phenomena:701.1 ; Electric Networks:703.1 ; Electromagnetic Waves:711 ; Information Theory and Signal Processing:716.1 ; Machine Learning:723.4.2 ; Atomic and Molecular Physics:931.3

2-s2.0-85124157382

Scopus

1.Central Research Institute,Wireless Technology Lab,Shenzhen,China
2.Department of Electrical and Electronic Engineering,Southern University of Science and Technology,Shenzhen,China

Zhu，Qian,Jiao，Yaxi,Ni，Rui,et al. Millimeter-Wave Spoof Surface Plasmon Polariton Based Antenna Using Machine-Learning-Assisted Optimization Method[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2021:85-87.