Synthesis of sparse linear array using IFT-inflating deflating exploration algorithm
In this paper, we propose a new antenna array synthesis algorithm (IFT-IDEA), aimed at synthesizing sparse arrays with low sidelobe levels (SLL) under specified sparsity. The algorithm starts by selecting an initial thinned linear array using Iterative Fourier techniques (IFT). Then, it uses convex...
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| Published in | Digital signal processing Vol. 158; p. 104952 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
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Elsevier Inc
01.03.2025
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| ISSN | 1051-2004 |
| DOI | 10.1016/j.dsp.2024.104952 |
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| Abstract | In this paper, we propose a new antenna array synthesis algorithm (IFT-IDEA), aimed at synthesizing sparse arrays with low sidelobe levels (SLL) under specified sparsity. The algorithm starts by selecting an initial thinned linear array using Iterative Fourier techniques (IFT). Then, it uses convex optimization to iteratively expand and contract the elements, further optimizing the element excitations and positions to achieve lower sidelobe levels under specified sparsity. During the iterative optimization process, the array's weighted linear density is approximated to a reference value to ensure that all elements are retained. Numerical results demonstrate that IFT-IDEA is effective for synthesizing both symmetric and asymmetric arrays, it also performs well in optimization of large linear array. Additionally, we explored the use of IFT-IDEA for synthesizing low sidelobe patterns with null placement. Compared to other algorithms, IFT-IDEA exhibits superior performance and robustness in the problem of low sidelobe array synthesis. |
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| AbstractList | In this paper, we propose a new antenna array synthesis algorithm (IFT-IDEA), aimed at synthesizing sparse arrays with low sidelobe levels (SLL) under specified sparsity. The algorithm starts by selecting an initial thinned linear array using Iterative Fourier techniques (IFT). Then, it uses convex optimization to iteratively expand and contract the elements, further optimizing the element excitations and positions to achieve lower sidelobe levels under specified sparsity. During the iterative optimization process, the array's weighted linear density is approximated to a reference value to ensure that all elements are retained. Numerical results demonstrate that IFT-IDEA is effective for synthesizing both symmetric and asymmetric arrays, it also performs well in optimization of large linear array. Additionally, we explored the use of IFT-IDEA for synthesizing low sidelobe patterns with null placement. Compared to other algorithms, IFT-IDEA exhibits superior performance and robustness in the problem of low sidelobe array synthesis. |
| ArticleNumber | 104952 |
| Author | Li, Daren Liu, Taiyan Kaliuzhnyi, Mykola Guo, Qiang Huang, Shuai |
| Author_xml | – sequence: 1 givenname: Qiang surname: Guo fullname: Guo, Qiang email: guoqiang@hrbeu.edu.cn organization: Harbin Engineering University, Harbin 150001, China – sequence: 2 givenname: Taiyan orcidid: 0009-0007-1650-1589 surname: Liu fullname: Liu, Taiyan email: taiyan@hrbeu.edu.cn organization: Harbin Engineering University, Harbin 150001, China – sequence: 3 givenname: Daren surname: Li fullname: Li, Daren email: lidareng@hrbeu.edu.cn organization: Harbin Engineering University, Harbin 150001, China – sequence: 4 givenname: Shuai surname: Huang fullname: Huang, Shuai email: huangshuai@hrbeu.edu.cn organization: Harbin Engineering University, Harbin 150001, China – sequence: 5 givenname: Mykola surname: Kaliuzhnyi fullname: Kaliuzhnyi, Mykola email: knm1204@ukr.net organization: Harbin Engineering University, Harbin 150001, China |
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| Cites_doi | 10.2528/PIER11100903 10.1109/LAWP.2020.2967431 10.1109/TAP.2011.2161450 10.1109/LAWP.2019.2934146 10.1109/TAP.2017.2708081 10.1109/TPGAP.1955.5720407 10.2528/PIERL23122201 10.1109/LAWP.2016.2582322 10.1109/LAWP.2016.2604570 10.1109/JRPROC.1946.225956 10.1109/TWC.2022.3158894 10.1109/MCOM.004.2200136 10.1126/science.220.4598.671 10.1109/LAWP.2017.2764069 10.1109/TAP.2011.2165509 10.1109/TAP.2018.2880006 10.1109/8.768786 10.1109/TAP.2023.3278878 10.1109/MSP.2021.3130549 10.1109/TAP.2008.928801 10.1109/TAP.2007.891511 10.2528/PIERC16030304 10.1109/TAP.2014.2367536 10.1109/TAP.2018.2846777 10.1049/iet-map.2015.0071 |
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| Keywords | Weighting density Antenna radiation pattern synthesis Null placement Iterative Fourier technique (IFT) Antenna arrays |
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| Title | Synthesis of sparse linear array using IFT-inflating deflating exploration algorithm |
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