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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Bekasiewicz, A. Koziel, S. |
| Copyright Year | 2014 |
| Description | Author affiliation: Fac. of Electron., Telecommun. & Inf, Gdansk Univ. of Technol., Gdansk, Poland (Bekasiewicz, A.) || Eng. Optimization & Modeling Center, Reykjavik Univ., Reykjavik, Iceland (Koziel, S.) |
| Abstract | In this work, we introduce a robust and efficient technique for rapid design of compact RF circuits. Our approach exploits two-level space mapping (SM) correction of an equivalent circuit model of the structure under design. The first SM layer (local correction) is utilized to ensure good matching between the equivalent circuit and the electromagnetic model at the component level. On the other hand, the global correction allows for taking into account the electromagnetic couplings between the components. The important advantage of decomposing the low-fidelity model correction into local and global level is that small number of parameter is utilized at each stage, which substantially simplifies and speeds up the parameter extraction procedure. Another advantage is that the local-global SM results in considerably better generalization capability of the surrogate model (as compared to conventional SM). This leads to improved reliability of the optimization process and its reduced computational cost. The proposed technique is validated using an example of a compact microstrip rat-race coupler (RRC) and compared to previous surrogate-assisted attempts to compact RF structure optimization, including implicit SM and sequential SM. |
| Starting Page | 1 |
| Ending Page | 4 |
| File Size | 232195 |
| Page Count | 4 |
| File Format | |
| ISBN | 9786176075530 |
| e-ISBN | 9788393152520 |
| DOI | 10.1109/MIKON.2014.6899906 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-06-16 |
| Publisher Place | Poland |
| Access Restriction | Subscribed |
| Rights Holder | Warsaw University of Technology (WUT) |
| Subject Keyword | Integrated circuit modeling Microwave filters Microwave circuits Optimization Radio frequency Computational modeling space mapping Compact RF components surrogate-based optimization simulation-driven design |
| Content Type | Text |
| Resource Type | Article |
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