Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACO
In this paper, a novel hybrid iterative algorithm based on imperial competition algorithm (ICA) and Ant Colony Optimization (ACO) is proposed to achieve multi-parameters unified-optimization of millimeter wave (mmWave) microstrip antenna. After assimilation of ICA, the pheromone guidance mechanism i...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8694809/ |
| _version_ | 1818644476565913600 |
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| author | Rongling Jian Yueyun Chen Taohua Chen |
| author_facet | Rongling Jian Yueyun Chen Taohua Chen |
| author_sort | Rongling Jian |
| collection | DOAJ |
| description | In this paper, a novel hybrid iterative algorithm based on imperial competition algorithm (ICA) and Ant Colony Optimization (ACO) is proposed to achieve multi-parameters unified-optimization of millimeter wave (mmWave) microstrip antenna. After assimilation of ICA, the pheromone guidance mechanism is added to update the position of ant, which avoids the ICA solution falling into a local optimum. Two input impedance models of microstrip antenna are solved by different algorithms, which show the proposed algorithm (ICACO) converges faster than three compared algorithms. The multi-parameters unified-optimization of mmWave microstrip antenna under the operation of TM<sub>10</sub> and TM<sub>02</sub> modes is carried out by ICACO to enhance impedance bandwidth and improve bore-sight gain. The proposed algorithm is applicable in antenna multi-parameters design problems as a reliable approach with faster convergence rate. |
| first_indexed | 2024-12-17T00:15:27Z |
| format | Article |
| id | doaj.art-3fef38bf968f44c3b4879ba264bce199 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-17T00:15:27Z |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-3fef38bf968f44c3b4879ba264bce1992022-12-21T22:10:43ZengIEEEIEEE Access2169-35362019-01-017530125301710.1109/ACCESS.2019.29124618694809Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACORongling Jian0https://orcid.org/0000-0002-9217-3624Yueyun Chen1Taohua Chen2School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, ChinaIn this paper, a novel hybrid iterative algorithm based on imperial competition algorithm (ICA) and Ant Colony Optimization (ACO) is proposed to achieve multi-parameters unified-optimization of millimeter wave (mmWave) microstrip antenna. After assimilation of ICA, the pheromone guidance mechanism is added to update the position of ant, which avoids the ICA solution falling into a local optimum. Two input impedance models of microstrip antenna are solved by different algorithms, which show the proposed algorithm (ICACO) converges faster than three compared algorithms. The multi-parameters unified-optimization of mmWave microstrip antenna under the operation of TM<sub>10</sub> and TM<sub>02</sub> modes is carried out by ICACO to enhance impedance bandwidth and improve bore-sight gain. The proposed algorithm is applicable in antenna multi-parameters design problems as a reliable approach with faster convergence rate.https://ieeexplore.ieee.org/document/8694809/Millimeter wave (MmWave) antennaunified-optimizationimperial competition algorithm (ICA)ant colony optimization (ACO) |
| spellingShingle | Rongling Jian Yueyun Chen Taohua Chen Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACO IEEE Access Millimeter wave (MmWave) antenna unified-optimization imperial competition algorithm (ICA) ant colony optimization (ACO) |
| title | Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACO |
| title_full | Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACO |
| title_fullStr | Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACO |
| title_full_unstemmed | Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACO |
| title_short | Multi-Parameters Unified-Optimization for Millimeter Wave Microstrip Antenna Based on ICACO |
| title_sort | multi parameters unified optimization for millimeter wave microstrip antenna based on icaco |
| topic | Millimeter wave (MmWave) antenna unified-optimization imperial competition algorithm (ICA) ant colony optimization (ACO) |
| url | https://ieeexplore.ieee.org/document/8694809/ |
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