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

Zhen Zhang1; Yang Yu2; Qingsha S. Cheng3; Yang Yang4; Fei Shen4

10.1109/ICMMT55580.2022.10022539

2022

978-1-6654-8227-1

2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)

1-3

12-15 Aug. 2022

Harbin, China

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.’

Microwave integrated circuits Adaptation models Microwave technology Monte Carlo methods Simulation Millimeter wave technology Optimization methods

其他

IEEE

1.School of Electronics and Communication Engineering, Guangzhou University, Guangzhou, China
2.Key Laboratory of Microwave Remote Sensing, National Space Science Center, Chinese Academy of Sciences, Beijing, China
3.Dept. of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China
4.Intemational School of Microelectronics, Dongguan University of Technology, China

Zhen Zhang,Yang Yu,Qingsha S. Cheng,et al. An Efficient Yield-Constrained Design Framework Using Global Surrogates for Microwave Filters[C],2022:1-3.