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Targeted Design of Single-Layer Frequency-Selective Surface With Angular Stability Based on Topology Optimization
Aiming at angular stability, a frequency-selective surface (FSS) with stable response to TE and TM polarization at large incidence angles is designed by the gradient-based topology optimization approach. According to the adjoint variable method (AVM), the adjoint sensitivity analysis for periodic bo...
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Published in: | IEEE transactions on antennas and propagation 2023-12, Vol.71 (12), p.9752-9760 |
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description | Aiming at angular stability, a frequency-selective surface (FSS) with stable response to TE and TM polarization at large incidence angles is designed by the gradient-based topology optimization approach. According to the adjoint variable method (AVM), the adjoint sensitivity analysis for periodic boundary problems is formulated, and its physical significance is described. The optimization of FSS is a typical multisolution optimization problem, which has a slow convergence speed and is prone to generate morbidity solutions. Therefore, to obtain the desired FSS, an appropriate initial value is selected to avoid the optimization result falling into a morbidity solution and the objective function is improved to make it gradually converge. The optimized FSS is insensitive to polarization and it has stability at oblique incidence angle from 0° to 75°. The measured results are in good agreement with the simulation ones. It is shown that this is an effective design method for the stable response to the variety of incident angles, which can solve the periodic problem of multifrequency, multi-angle, and multimode. |
doi_str_mv | 10.1109/TAP.2023.3321237 |
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According to the adjoint variable method (AVM), the adjoint sensitivity analysis for periodic boundary problems is formulated, and its physical significance is described. The optimization of FSS is a typical multisolution optimization problem, which has a slow convergence speed and is prone to generate morbidity solutions. Therefore, to obtain the desired FSS, an appropriate initial value is selected to avoid the optimization result falling into a morbidity solution and the objective function is improved to make it gradually converge. The optimized FSS is insensitive to polarization and it has stability at oblique incidence angle from 0° to 75°. The measured results are in good agreement with the simulation ones. It is shown that this is an effective design method for the stable response to the variety of incident angles, which can solve the periodic problem of multifrequency, multi-angle, and multimode.</description><identifier>ISSN: 0018-926X</identifier><identifier>EISSN: 1558-2221</identifier><identifier>DOI: 10.1109/TAP.2023.3321237</identifier><identifier>CODEN: IETPAK</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Angular stability ; Circuit stability ; Convergence ; Finite element analysis ; Frequency selective surfaces ; Frequency stability ; frequency-selective surface (FSS) ; Incidence angle ; Linear programming ; Mathematical models ; Optimization ; Periodic structures ; Polarization ; Sensitivity analysis ; Surface stability ; topological optimization ; Topology ; Topology optimization</subject><ispartof>IEEE transactions on antennas and propagation, 2023-12, Vol.71 (12), p.9752-9760</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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According to the adjoint variable method (AVM), the adjoint sensitivity analysis for periodic boundary problems is formulated, and its physical significance is described. The optimization of FSS is a typical multisolution optimization problem, which has a slow convergence speed and is prone to generate morbidity solutions. Therefore, to obtain the desired FSS, an appropriate initial value is selected to avoid the optimization result falling into a morbidity solution and the objective function is improved to make it gradually converge. The optimized FSS is insensitive to polarization and it has stability at oblique incidence angle from 0° to 75°. The measured results are in good agreement with the simulation ones. It is shown that this is an effective design method for the stable response to the variety of incident angles, which can solve the periodic problem of multifrequency, multi-angle, and multimode.</description><subject>Angular stability</subject><subject>Circuit stability</subject><subject>Convergence</subject><subject>Finite element analysis</subject><subject>Frequency selective surfaces</subject><subject>Frequency stability</subject><subject>frequency-selective surface (FSS)</subject><subject>Incidence angle</subject><subject>Linear programming</subject><subject>Mathematical models</subject><subject>Optimization</subject><subject>Periodic structures</subject><subject>Polarization</subject><subject>Sensitivity analysis</subject><subject>Surface stability</subject><subject>topological optimization</subject><subject>Topology</subject><subject>Topology optimization</subject><issn>0018-926X</issn><issn>1558-2221</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpNkMFLwzAUxoMoOKd3Dx4CnjuT12Rtj3M6FQYTNtFbydKXmtE1W5oK9a-3Yzt4eDwefN_3-H6E3HI24pxlD6vJ-wgYxKM4Bg5xckYGXMo0AgB-TgaM8TTKYPx1Sa6aZtOfIhViQPYr5UsMWNAnbGxZU2fo0tZlhdFcdejpzOO-xVp30RIr1MH-IF223iiN9NOGbzqpy7ZSni6DWtvKho4-qqbPczVduZ2rXNnRxS7Yrf1Vwbr6mlwYVTV4c9pD8jF7Xk1fo_ni5W06mUcahAwRiLU0qZBMygKKJOFFypQErrNY8GJsODOZUokpTJYKDawAla21EKLIkKUa4iG5P-buvOsbNCHfuNbX_cscMibGXMiY9yp2VGnvmsajyXfebpXvcs7yA9i8B5sfwOYnsL3l7mixiPhPDkmc9vMHYqZ1Bw</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Guo, Hao-Chen</creator><creator>Ding, Xiao</creator><creator>Shao, Wei</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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According to the adjoint variable method (AVM), the adjoint sensitivity analysis for periodic boundary problems is formulated, and its physical significance is described. The optimization of FSS is a typical multisolution optimization problem, which has a slow convergence speed and is prone to generate morbidity solutions. Therefore, to obtain the desired FSS, an appropriate initial value is selected to avoid the optimization result falling into a morbidity solution and the objective function is improved to make it gradually converge. The optimized FSS is insensitive to polarization and it has stability at oblique incidence angle from 0° to 75°. The measured results are in good agreement with the simulation ones. 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subjects | Angular stability Circuit stability Convergence Finite element analysis Frequency selective surfaces Frequency stability frequency-selective surface (FSS) Incidence angle Linear programming Mathematical models Optimization Periodic structures Polarization Sensitivity analysis Surface stability topological optimization Topology Topology optimization |
title | Targeted Design of Single-Layer Frequency-Selective Surface With Angular Stability Based on Topology Optimization |
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