Linear Antenna Array Pattern Synthesis Using Multi-Verse Optimization Algorithm

被引:0
|
作者
Raghuvanshi, Anoop [1 ,2 ]
Sharma, Abhinav [1 ]
Awasthi, Abhishek Kumar [3 ]
Singhal, Rahul [1 ]
Sharma, Abhishek [4 ]
Tiang, Sew Sun [5 ]
Wong, Chin Hong [6 ,7 ]
Lim, Wei Hong [5 ]
机构
[1] Univ Petr & Energy Studies, Dept Elect & Elect Engn, Dehra Dun 248007, India
[2] Birla Inst Appl Sci, Dept ECE, Bhimtal 263136, India
[3] Paras Antidrone Technol Pvt Ltd, Navi Mumbai 400706, India
[4] Graphic Era Deemed Be Univ, Dept Comp Sci & Engn, Dehra Dun 248002, India
[5] UCSI Univ, Fac Engn Technol & Built Environm, Kuala Lumpur 56000, Malaysia
[6] Maynooth Univ, Maynooth Int Engn Coll, Maynooth W23 A3HY, Ireland
[7] Fuzhou Univ, Maynooth Int Engn Coll, Fuzhou 350116, Peoples R China
关键词
linear antenna array; pattern synthesis; metaheuristic; MVO; PSLL; CSLL; side lobe average power; FNBW; Wilcoxon; ANT COLONY OPTIMIZATION;
D O I
10.3390/electronics13173356
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The design of an effective antenna array is a major challenge encountered in most communication systems. A much-needed requirement is obtaining a directional and high-gain radiation pattern. This study deals with the design of a linear antenna array that radiates with reduced peak-side lobe levels (PSLL), decreases side-lobe average power with and without the first null beamwidth (FNBW) constraint, places deep nulls in the desired direction, and minimizes the close-in-side lobe levels (CSLL). The nature-inspired metaheuristic algorithm multi-verse optimization (MVO) is explored with other state-of-the-art algorithms to optimize the parameters of the antenna array. MVO is a global search method that is less prone to being stuck in the local optimal solution, providing a better alternative for beam-pattern synthesis. Eleven design examples have been demonstrated, which optimizes the amplitude and position of antenna array elements. The simulation results illustrate that MVO outperforms other algorithms in all the design examples and greatly enhances the radiation characteristics, thus promoting industrial innovation in antenna array design. In addition, the MVO algorithm's performance was validated using the Wilcoxon non-parametric test.
引用
收藏
页数:20
相关论文
共 50 条
  • [11] Optimal hyperspectral band selection using robust multi-verse optimization algorithm
    Aravinth J
    Veni S
    Dheepika R
    Venkat Gopinath Polamuri
    A R Poornima
    K Sai Sandeep
    Multimedia Tools and Applications, 2023, 82 : 14663 - 14687
  • [12] Binary multi-verse optimization algorithm for global optimization and discrete problems
    Al-Madi, Nailah
    Faris, Hossam
    Mirjalili, Seyedali
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 10 (12) : 3445 - 3465
  • [13] Optimal Pattern Synthesis of Linear Array and Broadband Design of Whip Antenna Using Grasshopper Optimization Algorithm
    Wang, Hengfeng
    Liu, Chao
    Wu, Huaning
    Li, Bin
    Xie, Xu
    INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2020, 2020
  • [14] Linear Array Pattern Synthesis Using Multi Objective Optimization Algorithm Based on Reference Vectors
    Xu, Ying-Hao
    Wang, Ling
    Xie, Jian
    Wang, Yue-Xian
    Jia, Si-Qi
    Duan, Zheng-Xiang
    2019 28TH WIRELESS AND OPTICAL COMMUNICATIONS CONFERENCE (WOCC), 2019, : 463 - 466
  • [15] A new chaotic multi-verse optimization algorithm for solving engineering optimization problems
    Sayed, Gehad Ismail
    Darwish, Ashraf
    Hassanien, Aboul Ella
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2018, 30 (02) : 293 - 317
  • [16] Pattern Synthesis of Uniform and Sparse Linear Antenna Array Using Mayfly Algorithm
    Owoola, Eunice Oluwabunmi
    Xia, Kewen
    Wang, Ting
    Umar, Abubakar
    Akindele, Romoke Grace
    IEEE ACCESS, 2021, 9 : 77954 - 77975
  • [17] Multi-Verse Optimizer: a nature-inspired algorithm for global optimization
    Mirjalili, Seyedali
    Mirjalili, Seyed Mohammad
    Hatamlou, Abdolreza
    NEURAL COMPUTING & APPLICATIONS, 2016, 27 (02): : 495 - 513
  • [18] Synthesis of Nonuniform sparse Linear Array Antenna using Whale Optimization Algorithm
    Yuan, Pengliang
    Guo, Chenjiang
    Ding, Jun
    Qu, Yan
    2017 IEEE SIXTH ASIA-PACIFIC CONFERENCE ON ANTENNAS AND PROPAGATION (APCAP), 2017,
  • [19] Multi-Verse Optimizer: a nature-inspired algorithm for global optimization
    Seyedali Mirjalili
    Seyed Mohammad Mirjalili
    Abdolreza Hatamlou
    Neural Computing and Applications, 2016, 27 : 495 - 513
  • [20] Multi-Parents Genetic Algorithm Optimization Scheme for Linear Array Antenna Synthesis
    Sakonkanapong, Arnon
    Todnatee, Sarayoot
    Phongcharoenpanich, Chuwong
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL ELECTROMAGNETICS (ICCEM), 2017, : 266 - 268