An Efficient Yield-Constrained Design Framework Using Global Surrogates for Microwave Filters

被引:0
作者
Zhang, Zhen [1 ]
Yu, Yang [2 ]
Cheng, Qingsha S. [3 ]
Yang, Yang [4 ]
Shen, Fei [4 ]
机构
[1] Guangzhou Univ, Sch Elect & Commun Engn, Guangzhou 510006, Peoples R China
[2] Chinese Acad Sci, Natl Space Sci Ctr, Key Lab Microwave Remote Sensing, Beijing 100190, Peoples R China
[3] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen 518055, Peoples R China
[4] Dongguan Univ Technol, Int Sch Microelect, Dongguan 523808, Peoples R China
来源
2022 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT) | 2022年
基金
中国国家自然科学基金;
关键词
OPTIMIZATION;
D O I
10.1109/ICMMT55580.2022.10022539
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
In this work, an efficient framework is designed to obtain the optimal design solutions with a high yield. In the proposed framework, all objectives are modeled using the Polynomial chaos method. The optimal design with the yield-constrained is obtained using a global optimizer. A four-pole waveguide microwave filter example is used to verify the performance of the proposed method. The proposed framework does not require an initial design. The electromagnetics simulated verification results show that the proposed framework obtains a better design with a higher yield using lower computational cost than a Monte Carlo-based method and a state-of-the-art yield optimization method.(1)
引用
收藏
页数:3
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