Advanced RF and microwave design optimization: A journey and a vision of future trends

JE Rayas-Sánchez, S Koziel… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
In this paper, we outline the historical evolution of RF and microwave design optimization
and envisage imminent and future challenges that will be addressed by the next generation …

Space mapping

S Koziel, QS Cheng, JW Bandler - IEEE Microwave Magazine, 2008 - ieeexplore.ieee.org
Microwave CAD has its roots in the 1960s [1]. Its practice saw the enrichment of circuit-
based model libraries, advances in EM and circuit simulation accuracy, and the refinement …

Advanced parallel space-mapping-based multiphysics optimization for high-power microwave filters

W Zhang, F Feng, W Liu, S Yan, J Zhang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Space mapping is a recognized surrogate-based optimization method to accelerate the
electromagnetic (EM) design. In this article, for the first time, space mapping is elevated from …

State-of-the-art: AI-assisted surrogate modeling and optimization for microwave filters

Y Yu, Z Zhang, QS Cheng, B Liu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Microwave filters are indispensable passive devices for modern wireless communication
systems. Nowadays, electromagnetic (EM) simulation-based design process is a norm for …

Robust microwave design optimization using adjoint sensitivity and trust regions

S Koziel, F Mosler, S Reitzinger… - International Journal of …, 2012 - Wiley Online Library
A robust algorithm for simulation‐driven design optimization of microwave structures
evaluated using CST MICROWAVE STUDIO® is described. The algorithm exploits gradient …

An early history of optimization technology for automated design of microwave circuits

JW Bandler, JE Rayas-Sánchez - IEEE Journal of Microwaves, 2022 - ieeexplore.ieee.org
This paper outlines the early history of optimization technology for the design of microwave
circuits—a personal journey filled with aspirations, academic contributions, and commercial …

Advanced cognition-driven EM optimization incorporating transfer function-based feature surrogate for microwave filters

J Jin, F Feng, W Na, J Zhang, W Zhang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
This article proposes an advanced cognition-driven electromagnetic (EM) optimization
incorporating transfer function-based feature surrogate for EM optimization of microwave …

Tuning space mapping: The state of the art

QS Cheng, JW Bandler, S Koziel - International Journal of RF …, 2012 - Wiley Online Library
Abstract The electromagnetic (EM)‐simulator‐based tuning process for rapid microwave
design can combine EM accuracy with circuit‐design speed. Our own approach is based on …

Combining coarse and fine models for optimal design

QS Cheng, JW Bandler, S Koziel - IEEE Microwave Magazine, 2008 - ieeexplore.ieee.org
In this article we reviewed the implicit space mapping concept. We illustrated it using a
simple tapped-line microstrip filter example. We demonstrated the robustness of our …

Dynamic Hybrid Models With Active Sampling and Adaptive Selection of Double-Domain Features for the Tuning of Microwave Cavity Filters

L Bi, W Cao, Y Shi, W Hu, L Guo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Microwave cavity filters are essential electromechanical coupling devices in communication
systems. Structural-parameter tuning by experienced operators improves the filter …