Dual-polarized Base Station Antenna Design using Machine Learning-Assisted Optimization Method

Author:

Wang Subin1,Wu Qi1,Yu Chen1,Wang Haiming1,Hong Wei1,Yin Weishuang2

Affiliation:

1. Southeast University,State Key Lab. (SKL) of Millimeter Waves,Nanjing,China,210096

2. ZTE Corporation,SKL of Mobile Network and Mobile Multimedia Tech.,Shanghai,China,201210

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference6 articles.

1. Design of Broadband Reflectarray Antenna Using Machine-Learning-Assisted Optimization Method;yi;2019 International Symposium on Antennas and Propagation ISAP 2019-Proceedings,2019

2. Reference point-based nondominated sorting multi-objective quantum-inspired evolutionary algorithm

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

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2. Machine Learning based Low-Scale Dipole Antenna Optimization using Bootstrap Aggregation;2023 2nd International Conference on Paradigm Shifts in Communications Embedded Systems, Machine Learning and Signal Processing (PCEMS);2023-04-05

3. Optimal Design of Wideband Bandpass SIW Filters for 5G Millimeter-Wave Applications;2021 13th International Symposium on Antennas, Propagation and EM Theory (ISAPE);2021-12-01

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