Shaped beam synthesis of concentric ring array antenna using Differential Evolution Algorithm
A shaped beam synthesis from a concentric ring array has been presented. Two different cases are considered. In the first case, a flat-top beam with desired specification has been generated and in the second case, a cosec2 beam pattern from the same array configuration is generated. The desired beam...
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| Published in | International journal of electronics and communications Vol. 69; no. 7; pp. 1025 - 1031 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier GmbH
01.07.2015
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1434-8411 1618-0399 |
| DOI | 10.1016/j.aeue.2015.03.009 |
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| Abstract | A shaped beam synthesis from a concentric ring array has been presented. Two different cases are considered. In the first case, a flat-top beam with desired specification has been generated and in the second case, a cosec2 beam pattern from the same array configuration is generated. The desired beam pattern in each of the individual case is obtained by finding optimum excitations of the array elements using Differential Evolution (DE) algorithm. Dynamic range ratio (DRR) of the excitation amplitudes are improved by eliminating the weakly excited array elements from the optimized array without distorting the obtained pattern. To illustrate the effectiveness of DE, the two beam-patterns are computed from the same array using Genetic Algorithm (GA) by finding out optimum excitations among the elements. Results clearly show the superiority of DE over GA to handle the proposed problem. |
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| AbstractList | A shaped beam synthesis from a concentric ring array has been presented. Two different cases are considered. In the first case, a flat-top beam with desired specification has been generated and in the second case, a cosec2 beam pattern from the same array configuration is generated. The desired beam pattern in each of the individual case is obtained by finding optimum excitations of the array elements using Differential Evolution (DE) algorithm. Dynamic range ratio (DRR) of the excitation amplitudes are improved by eliminating the weakly excited array elements from the optimized array without distorting the obtained pattern. To illustrate the effectiveness of DE, the two beam-patterns are computed from the same array using Genetic Algorithm (GA) by finding out optimum excitations among the elements. Results clearly show the superiority of DE over GA to handle the proposed problem. |
| Author | Mandal, D. Mondal, T. Bhattacharjee, A.K. Chatterjee, A. |
| Author_xml | – sequence: 1 givenname: D. orcidid: 0000-0003-2170-3576 surname: Mandal fullname: Mandal, D. email: deb.mandal22@gmail.com organization: Department of Electronics and Communication Engineering Bengal College of Engineering and Technology, Durgapur, West Bengal, India – sequence: 2 givenname: A. surname: Chatterjee fullname: Chatterjee, A. email: anirban.nitdgp@yahoo.com organization: Department of Electronics and Communication Engineering National Institute of Technology Goa, Farmagudi, Ponda 403401, Goa, India – sequence: 3 givenname: T. surname: Mondal fullname: Mondal, T. email: tapas2k@gmail.com organization: Department of Electronics and Communication Engineering Dr. B. C. Roy Engineering College, Durgapur, India – sequence: 4 givenname: A.K. surname: Bhattacharjee fullname: Bhattacharjee, A.K. email: akbece12@yahoo.com organization: Department of Electronics and Communication Engineering National Institute of Technology Durgapur, India |
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| Cites_doi | 10.1109/41.538609 10.2528/PIERB09011308 10.1016/j.aeue.2006.03.006 10.2528/PIERC10101806 10.1109/74.848944 10.2528/PIERC10072506 10.1163/156939311794362777 10.2528/PIERB11083005 10.1109/74.382334 10.1109/74.632992 10.2528/PIERB08020103 10.1023/A:1008202821328 10.1109/TEVC.2008.2009457 10.1109/TAP.2009.2027046 |
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| Keywords | Peak sidelobe level (peak SLL), Shaped beam Concentric ring array, Cosec2 pattern, Differential Evolution (DE), Dynamic range ratio (DRR), Flattop pattern, Genetic Algorithm (GA) |
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| References | Elliott (bib0105) 2003 Hollander, Wolfe (bib0190) 1999 Man, Tang, Kwong (bib0165) 1996; 43 Azevedo (bib0110) 2008; 5 Panduro, Brizuela, Balderas, Acosta (bib0145) 2009; 13 Chatterjee, Mahanti, Chatterjee (bib0125) 2012; 36 Kenneth, Price, Rainer, Storn, Jouni, Lampinen (bib0140) 2005 Chatterjee, Mahanti, Mahapatra (bib0120) 2011; 18 Storn, Price (bib0135) 1997; 11 Balanis (bib0100) 1997 Panduro, Mendez, Dominguez, Romero (bib0180) 2006; AEU60 Li, Jiao, Ren, Chen, Zhang (bib0130) 2011; 25 Haupt (bib0160) 1995; 37 Marcano, Duran (bib0175) 2000; 42 Jing-Li Guo, Jian-Ying (bib0155) 2009; 57 Lei, Fu, Yang, Fu (bib0115) 2010; 15 Johnson, Rahmat-Samii (bib0170) 1997; 39 Das, Abraham, Chakraborty, Konar (bib0150) 2009; 13 Li (10.1016/j.aeue.2015.03.009_bib0130) 2011; 25 Johnson (10.1016/j.aeue.2015.03.009_bib0170) 1997; 39 Elliott (10.1016/j.aeue.2015.03.009_bib0105) 2003 Balanis (10.1016/j.aeue.2015.03.009_bib0100) 1997 Panduro (10.1016/j.aeue.2015.03.009_bib0180) 2006; AEU60 Azevedo (10.1016/j.aeue.2015.03.009_bib0110) 2008; 5 Jing-Li Guo (10.1016/j.aeue.2015.03.009_bib0155) 2009; 57 Man (10.1016/j.aeue.2015.03.009_bib0165) 1996; 43 Lei (10.1016/j.aeue.2015.03.009_bib0115) 2010; 15 Haupt (10.1016/j.aeue.2015.03.009_bib0160) 1995; 37 Hollander (10.1016/j.aeue.2015.03.009_bib0190) 1999 Storn (10.1016/j.aeue.2015.03.009_bib0135) 1997; 11 Marcano (10.1016/j.aeue.2015.03.009_bib0175) 2000; 42 Kenneth (10.1016/j.aeue.2015.03.009_bib0140) 2005 Das (10.1016/j.aeue.2015.03.009_bib0150) 2009; 13 Chatterjee (10.1016/j.aeue.2015.03.009_bib0125) 2012; 36 Panduro (10.1016/j.aeue.2015.03.009_bib0145) 2009; 13 Chatterjee (10.1016/j.aeue.2015.03.009_bib0120) 2011; 18 |
| References_xml | – volume: 11 start-page: 341 year: 1997 end-page: 359 ident: bib0135 article-title: Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces publication-title: J Glob Optim – volume: 18 start-page: 59 year: 2011 end-page: 72 ident: bib0120 article-title: Design of fully digital controlled reconfigurable dual-beam concentric ring array antenna using gravitational search algorithm publication-title: Prog Electromagn Res C – volume: 25 start-page: 421 year: 2011 end-page: 430 ident: bib0130 article-title: Pattern synthesis of concentric ring array antennas by differential evolution algorithm publication-title: J. Electromagn. Waves Appl. – volume: 57 start-page: 2615 year: 2009 end-page: 2621 ident: bib0155 article-title: Pattern synthesis of conformal array antenna in the presence of platform using differential evolution algorithm publication-title: IEEE Trans. Antennas Propagation – year: 1997 ident: bib0100 article-title: Antenna theory, analysis and design – volume: 39 start-page: 7 year: 1997 end-page: 21 ident: bib0170 article-title: Genetic algorithms in engineering electro-magnetics publication-title: IEEE Antennas Propagation Mag – volume: 43 start-page: 519 year: 1996 end-page: 534 ident: bib0165 article-title: Genetic algorithms: concepts and applications [in engineering design] publication-title: IEEE Trans. Ind. Electron. – year: 1999 ident: bib0190 article-title: Nonparametric statistical methods – volume: 13 start-page: 526 year: 2009 end-page: 553 ident: bib0150 article-title: Differential evolution using a neighborhood-based mutation operator publication-title: IEEE Trans Evolut Comput – volume: 36 start-page: 113 year: 2012 end-page: 131 ident: bib0125 article-title: Design of a fully digital controlled reconfigurable switched beam concentric ring array antenna using firefly and particle swarm optimization algorithm publication-title: Prog Electromagn Res B – volume: 5 start-page: 77 year: 2008 end-page: 90 ident: bib0110 article-title: Shaped beam pattern synthesis with non-uniform sample phases publication-title: Prog Electromagn Res B – year: 2003 ident: bib0105 article-title: Antenna theory and design – volume: AEU60 start-page: 713 year: 2006 end-page: 717 ident: bib0180 article-title: Design of non-uniform circular antenna arrays for side lobe reduction using themethod of genetic algorithms publication-title: Int. J. Electron. Commun. – volume: 42 start-page: 12 year: 2000 end-page: 20 ident: bib0175 article-title: Synthesis of antenna arrays using genetic algorithms publication-title: IEEE Antennas Propagation Mag – volume: 13 start-page: 171 year: 2009 end-page: 186 ident: bib0145 article-title: A comparison of genetic algorithms, particle swarm optimization and the differential evolution method for the design of scanable circular antenna arrays publication-title: Prog Electromagn Res B – year: 2005 ident: bib0140 article-title: Differential evolution—a practical approach to global optimization. Natural computing – volume: 15 start-page: 233 year: 2010 end-page: 241 ident: bib0115 article-title: Wide band linear printed antenna array with low sidelobe cosecant square-shaped beam pattern publication-title: Prog Electromagn Res C – volume: 37 start-page: 7 year: 1995 end-page: 15 ident: bib0160 article-title: An introduction to genetic algorithms for electromagnetics publication-title: IEEE Antennas Propagation Mag – year: 1997 ident: 10.1016/j.aeue.2015.03.009_bib0100 – volume: 43 start-page: 519 issue: 5 (Oct) year: 1996 ident: 10.1016/j.aeue.2015.03.009_bib0165 article-title: Genetic algorithms: concepts and applications [in engineering design] publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/41.538609 – volume: 13 start-page: 171 year: 2009 ident: 10.1016/j.aeue.2015.03.009_bib0145 article-title: A comparison of genetic algorithms, particle swarm optimization and the differential evolution method for the design of scanable circular antenna arrays publication-title: Prog Electromagn Res B doi: 10.2528/PIERB09011308 – volume: AEU60 start-page: 713 year: 2006 ident: 10.1016/j.aeue.2015.03.009_bib0180 article-title: Design of non-uniform circular antenna arrays for side lobe reduction using themethod of genetic algorithms publication-title: Int. J. Electron. Commun. doi: 10.1016/j.aeue.2006.03.006 – volume: 18 start-page: 59 year: 2011 ident: 10.1016/j.aeue.2015.03.009_bib0120 article-title: Design of fully digital controlled reconfigurable dual-beam concentric ring array antenna using gravitational search algorithm publication-title: Prog Electromagn Res C doi: 10.2528/PIERC10101806 – volume: 42 start-page: 12 issue: 3 (June) year: 2000 ident: 10.1016/j.aeue.2015.03.009_bib0175 article-title: Synthesis of antenna arrays using genetic algorithms publication-title: IEEE Antennas Propagation Mag doi: 10.1109/74.848944 – year: 2003 ident: 10.1016/j.aeue.2015.03.009_bib0105 – volume: 15 start-page: 233 year: 2010 ident: 10.1016/j.aeue.2015.03.009_bib0115 article-title: Wide band linear printed antenna array with low sidelobe cosecant square-shaped beam pattern publication-title: Prog Electromagn Res C doi: 10.2528/PIERC10072506 – volume: 25 start-page: 421 issue: 2–3 year: 2011 ident: 10.1016/j.aeue.2015.03.009_bib0130 article-title: Pattern synthesis of concentric ring array antennas by differential evolution algorithm publication-title: J. Electromagn. Waves Appl. doi: 10.1163/156939311794362777 – volume: 36 start-page: 113 year: 2012 ident: 10.1016/j.aeue.2015.03.009_bib0125 article-title: Design of a fully digital controlled reconfigurable switched beam concentric ring array antenna using firefly and particle swarm optimization algorithm publication-title: Prog Electromagn Res B doi: 10.2528/PIERB11083005 – volume: 37 start-page: 7 issue: 2 (Apr) year: 1995 ident: 10.1016/j.aeue.2015.03.009_bib0160 article-title: An introduction to genetic algorithms for electromagnetics publication-title: IEEE Antennas Propagation Mag doi: 10.1109/74.382334 – year: 2005 ident: 10.1016/j.aeue.2015.03.009_bib0140 – volume: 39 start-page: 7 issue: 4 (Aug) year: 1997 ident: 10.1016/j.aeue.2015.03.009_bib0170 article-title: Genetic algorithms in engineering electro-magnetics publication-title: IEEE Antennas Propagation Mag doi: 10.1109/74.632992 – volume: 5 start-page: 77 year: 2008 ident: 10.1016/j.aeue.2015.03.009_bib0110 article-title: Shaped beam pattern synthesis with non-uniform sample phases publication-title: Prog Electromagn Res B doi: 10.2528/PIERB08020103 – volume: 11 start-page: 341 year: 1997 ident: 10.1016/j.aeue.2015.03.009_bib0135 article-title: Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces publication-title: J Glob Optim doi: 10.1023/A:1008202821328 – volume: 13 start-page: 526 issue: 3 (June) year: 2009 ident: 10.1016/j.aeue.2015.03.009_bib0150 article-title: Differential evolution using a neighborhood-based mutation operator publication-title: IEEE Trans Evolut Comput doi: 10.1109/TEVC.2008.2009457 – year: 1999 ident: 10.1016/j.aeue.2015.03.009_bib0190 – volume: 57 start-page: 2615 issue: 9 (Sept) year: 2009 ident: 10.1016/j.aeue.2015.03.009_bib0155 article-title: Pattern synthesis of conformal array antenna in the presence of platform using differential evolution algorithm publication-title: IEEE Trans. Antennas Propagation doi: 10.1109/TAP.2009.2027046 |
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| Snippet | A shaped beam synthesis from a concentric ring array has been presented. Two different cases are considered. In the first case, a flat-top beam with desired... |
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| SubjectTerms | Concentric ring array, Cosec2 pattern, Differential Evolution (DE), Dynamic range ratio (DRR), Flattop pattern, Genetic Algorithm (GA) Peak sidelobe level (peak SLL), Shaped beam |
| Title | Shaped beam synthesis of concentric ring array antenna using Differential Evolution Algorithm |
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