Synthesis of Multi-band Reflective Polarizing Metasurfaces Using a Generative Adversarial Network Article Swipe

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Parinaz Naseri , George Goussetis , Nelson L. S. da Fonseca , Sean V. Hum ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.21203/rs.3.rs-1942574/v1

Electromagnetic linear-to-circular polarization converters with wide- and multi-band capabilities can simplify antenna systems where circular polarization is required. Multi-band solutions are attractive in satellite communication systems, which commonly have the additional requirement that the sense of polarization is reversed between adjacent bands. However, the design of these structures using conventional ad hoc methods relies heavily on empirical methods. Here, we employ a data-driven approach integrated with a generative adversarial network to explore the design space of the polarizer meta-atom thoroughly. Dual-band and triple-band reflective polarizers with stable performance over incident angles up to and including 30◦, corresponding to typical reflector antenna system requirements, are synthesized using the proposed method. The feasibility and performance of the designed polarizer is validated through measurements of a fabricated prototype.

Related Topics

Polarizer

Computer Science

Electronic Engineering

Circular Polarization

Artificial Intelligence

Electrical Engineering

Concepts

Polarizer Polarization (electrochemistry) Computer science Electronic engineering Circular polarization Generative grammar Reflector (photography) Multi-band device Discriminator Antenna (radio) Optics Topology (electrical circuits) Physics Engineering Artificial intelligence Electrical engineering Telecommunications Physical chemistry Microstrip Light source Detector Birefringence Chemistry

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Type: preprint
Language: en
Landing Page: https://doi.org/10.21203/rs.3.rs-1942574/v1
PDF: https://www.researchsquare.com/article/rs-1942574/latest.pdf
OA Status: green
References: 65
Related Works: 10
OpenAlex ID: https://openalex.org/W4293749479

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DOI: https://doi.org/10.21203/rs.3.rs-1942574/v1

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Title: Synthesis of Multi-band Reflective Polarizing Metasurfaces Using a Generative Adversarial Network

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Type: preprint

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Language: en

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Publication year: 2022

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Publication date: 2022-08-18

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Authors: Parinaz Naseri, George Goussetis, Nelson L. S. da Fonseca, Sean V. Hum

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Landing page: https://doi.org/10.21203/rs.3.rs-1942574/v1

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PDF URL: https://www.researchsquare.com/article/rs-1942574/latest.pdf

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Concepts: Polarizer, Polarization (electrochemistry), Computer science, Electronic engineering, Circular polarization, Generative grammar, Reflector (photography), Multi-band device, Discriminator, Antenna (radio), Optics, Topology (electrical circuits), Physics, Engineering, Artificial intelligence, Electrical engineering, Telecommunications, Physical chemistry, Microstrip, Light source, Detector, Birefringence, Chemistry

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Cited by: 0

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References (count): 65

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