A Reconfigurable Graphene Patch Antenna Inverse Design at Terahertz Frequencies Article Swipe
Mohammad Mashayekhi
,
Pooria Kabiri
,
Amir Saman Nooramin
,
Mohammad Soleimani
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-2511137/v1
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-2511137/v1
This article investigates the inverse design of a reconfigurable multi-band patch antenna based on graphene for terahertz applications to operate frequency range (2THz – 5THz). In the first step, this article evaluates the dependence of the antenna radiation characteristics on its geometric parameters and the graphene properties. The simulation results show that it is possible to achieve up to 8.8 dB gain, 13 frequency bands, and 360° beam steering. Then and due to the complexity of the design of graphene antenna, a deep neural network (DNN) is used to predict the antenna parameters by given inputs like desired realized gain, main lobe direction, half power beam width, and return loss in each resonance frequency. The trained DNN model predicts almost with 93% accuracy and 3% mean square error in the shortest time. Then, this network was used to design five-band and three-band antennas, and it has been shown that the desired antenna parameters are achieved with negligible errors. Therefore, the proposed antenna finds many potential applications in the THz frequency band.
Related Topics
Concepts
Antenna (radio)
Reconfigurable antenna
Patch antenna
Computer science
Terahertz radiation
Frequency band
Main lobe
Antenna measurement
Acoustics
Radiation pattern
Return loss
Microstrip antenna
Electronic engineering
Antenna efficiency
Physics
Telecommunications
Optics
Engineering
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.21203/rs.3.rs-2511137/v1
- https://www.researchsquare.com/article/rs-2511137/latest.pdf
- OA Status
- green
- References
- 27
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4319321329
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4319321329Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.21203/rs.3.rs-2511137/v1Digital Object Identifier
- Title
-
A Reconfigurable Graphene Patch Antenna Inverse Design at Terahertz FrequenciesWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-02-06Full publication date if available
- Authors
-
Mohammad Mashayekhi, Pooria Kabiri, Amir Saman Nooramin, Mohammad SoleimaniList of authors in order
- Landing page
-
https://doi.org/10.21203/rs.3.rs-2511137/v1Publisher landing page
- PDF URL
-
https://www.researchsquare.com/article/rs-2511137/latest.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.researchsquare.com/article/rs-2511137/latest.pdfDirect OA link when available
- Concepts
-
Antenna (radio), Reconfigurable antenna, Patch antenna, Computer science, Terahertz radiation, Frequency band, Main lobe, Antenna measurement, Acoustics, Radiation pattern, Return loss, Microstrip antenna, Electronic engineering, Antenna efficiency, Physics, Telecommunications, Optics, EngineeringTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
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27Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W2955897898, https://openalex.org/W4294167321, https://openalex.org/W2790436314, https://openalex.org/W2794606281, https://openalex.org/W3102429165, https://openalex.org/W3162329535, https://openalex.org/W3034143523, https://openalex.org/W3136517529, https://openalex.org/W3081846870, https://openalex.org/W2901673790, https://openalex.org/W2972587312, https://openalex.org/W3000008144, https://openalex.org/W3177665788, https://openalex.org/W3169005793, https://openalex.org/W4220677719, https://openalex.org/W2894120608, https://openalex.org/W3045503779, https://openalex.org/W3081636821, https://openalex.org/W3143910385, https://openalex.org/W4281614640, https://openalex.org/W4300089464, https://openalex.org/W4205684633, https://openalex.org/W3140080371, https://openalex.org/W4285224479, https://openalex.org/W3125387609, https://openalex.org/W2127238575, https://openalex.org/W3123153982 |
| referenced_works_count | 27 |
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