Design and optimization of triangular microstrip patch antenna using extreme learning machine (ELM)‐based improved Crystal Structure Algorithm (CryStAl) for C‐band application
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| Format: | Artículo Open Access |
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Wiley
2024
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| _version_ | 1867015674850705408 |
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| author | Jakkuluri Vijaya Kumar S. Maflin Shaby |
| author_facet | Jakkuluri Vijaya Kumar S. Maflin Shaby Jakkuluri Vijaya Kumar S. Maflin Shaby |
| collection | Wiley Open Access |
| contents | Design and optimization of triangular microstrip patch antenna using extreme learning machine (ELM)‐based improved Crystal Structure Algorithm (CryStAl) for C‐band application Jakkuluri Vijaya Kumar S. Maflin Shaby International Journal of Communication Systems SummaryThis article introduces Crystal Structure Algorithm (CryStAl), a novel metaheuristic optimization algorithm, for fine‐tuning microstrip patch antennas (MPA) in C‐band applications, which utilizes CryStAl with dielectric constant and resonant frequency inputs to optimize MPA dimensions, addressing limited bandwidth and gain issues. Achieves superior antenna performance with 32.71 dB return loss, 5.09 dB gain, and 1.2 VSWR, demonstrating improved convergence speed, radiation pattern, and suitability for diverse C‐band conditions. 10.1002/dac.5721 http://onlinelibrary.wiley.com/termsAndConditions#vor |
| doi_str_mv | 10.1002/dac.5721 |
| format | Artículo Open Access |
| id | wiley_oa_10_1002_dac_5721 |
| institution | Wiley Open Access |
| license_str_mv | http://onlinelibrary.wiley.com/termsAndConditions#vor |
| publishDate | 2024 |
| publisher | Wiley |
| record_format | wiley_oa |
| spellingShingle | Design and optimization of triangular microstrip patch antenna using extreme learning machine (ELM)‐based improved Crystal Structure Algorithm (CryStAl) for C‐band application Jakkuluri Vijaya Kumar S. Maflin Shaby International Journal of Communication Systems Design and optimization of triangular microstrip patch antenna using extreme learning machine (ELM)‐based improved Crystal Structure Algorithm (CryStAl) for C‐band application Jakkuluri Vijaya Kumar S. Maflin Shaby International Journal of Communication Systems SummaryThis article introduces Crystal Structure Algorithm (CryStAl), a novel metaheuristic optimization algorithm, for fine‐tuning microstrip patch antennas (MPA) in C‐band applications, which utilizes CryStAl with dielectric constant and resonant frequency inputs to optimize MPA dimensions, addressing limited bandwidth and gain issues. Achieves superior antenna performance with 32.71 dB return loss, 5.09 dB gain, and 1.2 VSWR, demonstrating improved convergence speed, radiation pattern, and suitability for diverse C‐band conditions. 10.1002/dac.5721 http://onlinelibrary.wiley.com/termsAndConditions#vor |
| title | Design and optimization of triangular microstrip patch antenna using extreme learning machine (ELM)‐based improved Crystal Structure Algorithm (CryStAl) for C‐band application |
| topic | International Journal of Communication Systems |
| url | https://onlinelibrary.wiley.com/doi/10.1002/dac.5721 |