An Intelligent Antenna Synthesis Method Based on Machine Learning-Reference-Cited by-同舟云学术

An Intelligent Antenna Synthesis Method Based on Machine Learning

Published:2022-07 Issue:7 Volume:70 Page:4965-4976
ISSN:0018-926X
Container-title:IEEE Transactions on Antennas and Propagation
language:
Short-container-title:IEEE Trans. Antennas Propagat.

Author:

Shi Dan¹^ORCID,Lian Cheng¹^ORCID,Cui Keyi¹^ORCID,Chen Yazhou²^ORCID,Liu Xiaoyong¹

Affiliation:

1. School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing, China

2. Key Laboratory on Electromagnetic Environment Effects, Shijiazhuang Mechanical Engineering College, Shijiazhuang, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/8/9843191/09801554.pdf?arnumber=9801554

Reference39 articles.

1. Analysis Accuracy Of Forecasting Measurement Technique On Random K-Nearest Neighbor (RKNN) Using MAPE And MSE

2. The effect of various parameters of circular microstrip antennas on their radiation efficiency and the mode excitation

3. Support Vector Machine

4. Support Vector Regression to Accelerate Design and Crosspolar Optimization of Shaped-Beam Reflectarray Antennas for Space Applications

5. Multistage Collaborative Machine Learning and its Application to Antenna Modeling and Optimization

Cited by 38 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Design and Optimization of an Ultra-Wideband Millimeter-Wave Circularly Polarized Metalens Antenna With Deep Learning Method;IEEE Open Journal of Antennas and Propagation;2024-08

2. A State-of-the-Art Survey on Advanced Electromagnetic Design: A Machine-Learning Perspective;IEEE Open Journal of Antennas and Propagation;2024-08

3. Design and Optimization of Dual Port Dielectric Resonator Based Frequency Tunable MIMO Antenna with Machine Learning Approach for 5G New Radio Application;International Journal of Communication Systems;2024-06-06

4. Revolutionizing Antenna Design;Advances in Chemical and Materials Engineering;2024-05-31

5. A Novel Intelligent Antenna Synthesis Method Based on Deep Neural Network;2024 IEEE Joint International Symposium on Electromagnetic Compatibility, Signal & Power Integrity: EMC Japan / Asia-Pacific International Symposium on Electromagnetic Compatibility (EMC Japan/APEMC Okinawa);2024-05-20