Genetic Algorithm-Based Receiving Resonator Array Design for Wireless Power Transfer
Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays involve "null zones," where the transfer efficiency drops significantly. Although this problem can be hypothetically addressed by employ...
        Saved in:
      
    
          | Published in | IEEE access Vol. 8; pp. 222385 - 222396 | 
|---|---|
| Main Authors | , , | 
| Format | Journal Article | 
| Language | English | 
| Published | 
        Piscataway
          IEEE
    
        2020
     The Institute of Electrical and Electronics Engineers, Inc. (IEEE)  | 
| Subjects | |
| Online Access | Get full text | 
| ISSN | 2169-3536 2169-3536  | 
| DOI | 10.1109/ACCESS.2020.3044224 | 
Cover
| Abstract | Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays involve "null zones," where the transfer efficiency drops significantly. Although this problem can be hypothetically addressed by employing a receiver array and dynamically selecting the appropriate transmitter/receiver pair, designing receiver arrays that achieve high efficiency throughout the surface remains a challenging task. In this study, we propose a genetic algorithm (GA)-based approach to designing receiver arrays free of "null zones". The main objective is enhancing worst-case scenarios, which in contrast to improving best-case scenarios, reveals significant complexities due to the need for considering numerous possible placements. We overcome this problem by establishing a design flow that leverages the simulated transfer efficiency at numerous positions throughout the surface. Our approach increased the simulated transfer efficiency at the worst position from 3.8% to 42.6%, and we confirmed these results through measurements at the extracted points. | 
    
|---|---|
| AbstractList | Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays involve "null zones," where the transfer efficiency drops significantly. Although this problem can be hypothetically addressed by employing a receiver array and dynamically selecting the appropriate transmitter/receiver pair, designing receiver arrays that achieve high efficiency throughout the surface remains a challenging task. In this study, we propose a genetic algorithm (GA)-based approach to designing receiver arrays free of "null zones". The main objective is enhancing worst-case scenarios, which in contrast to improving best-case scenarios, reveals significant complexities due to the need for considering numerous possible placements. We overcome this problem by establishing a design flow that leverages the simulated transfer efficiency at numerous positions throughout the surface. Our approach increased the simulated transfer efficiency at the worst position from 3.8% to 42.6%, and we confirmed these results through measurements at the extracted points. | 
    
| Author | Sasatani, Takuya Kawahara, Yoshihiro Narusue, Yoshiaki  | 
    
| Author_xml | – sequence: 1 givenname: Takuya orcidid: 0000-0003-2268-6106 surname: Sasatani fullname: Sasatani, Takuya email: sasatani@akg.t.u-tokyo.ac.jp organization: Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan – sequence: 2 givenname: Yoshiaki orcidid: 0000-0001-7957-0839 surname: Narusue fullname: Narusue, Yoshiaki organization: Graduate School of Engineering, The University of Tokyo, Tokyo, Japan – sequence: 3 givenname: Yoshihiro orcidid: 0000-0002-0310-2577 surname: Kawahara fullname: Kawahara, Yoshihiro organization: Graduate School of Engineering, The University of Tokyo, Tokyo, Japan  | 
    
| BookMark | eNqFkU9PGzEQxa0KJCjlE3BZqedN_TdeH9OUUiQkqhLE0Zr1zqaOFju1N6B8-xoWIUQP9cWj53k_-40_koMQAxJyxuiMMWq-LJbL85ubGaeczgSVknP5gRxzNje1UGJ-8KY-Iqc5b2hZTZGUPiarCww4elcthnVMfvx9X3-FjF31Cx36Bx_WpcoxwBhTtUgJ9tU3zH4dqr4Idz7hgDlXP-MjpmqVIOQe0ydy2MOQ8fRlPyG3389Xyx_11fXF5XJxVTup5VhrLlutG9HqBpCxthcCkHZIXctKmK6jsnEGTCvkXBlWTrRRIBqtOZNaOXFCLiduF2Fjt8nfQ9rbCN4-CzGtLaQSbkDLeC-FaV2nUMlCahshGXSKd63uu2eWnFi7sIX9IwzDK5BR-zRoC86VrPZp0PZl0MX2ebJtU_yzwzzaTdylUFJbLjUXvDyVli4xdbkUc07Y_8OePvE927xzOT_C6GMYE_jhP96zyesR8fU2ww2TSoq_fOGpxw | 
    
| CODEN | IAECCG | 
    
| CitedBy_id | crossref_primary_10_1109_ACCESS_2021_3115143 crossref_primary_10_1038_s41598_024_68011_8 crossref_primary_10_3390_en15041381 crossref_primary_10_1016_j_apenergy_2023_121756 crossref_primary_10_3390_magnetochemistry8030030 crossref_primary_10_1109_ACCESS_2022_3217205 crossref_primary_10_1109_LAWP_2023_3318244  | 
    
| Cites_doi | 10.1109/TMTT.2015.2398413 10.1109/TPEL.2018.2853156 10.1109/TMTT.2011.2156425 10.1109/ACCESS.2018.2883503 10.1109/ACCESS.2019.2936627 10.1109/TIE.2010.2046002 10.1109/TMTT.2015.2513765 10.1002/9780470640425 10.1109/TMTT.2017.2673820 10.1109/TIA.2013.2271604 10.1109/LAWP.2013.2239600 10.1145/3287068 10.1038/s41928-019-0257-7 10.1002/047010628X 10.1109/8.999619 10.1109/INTLEC.2012.6374468 10.1587/elex.10.20132008 10.1109/2.294849 10.1109/ACCESS.2019.2891015 10.1126/science.1143254 10.1109/LAWP.2017.2744658 10.1371/journal.pone.0169045 10.1109/WPT.2013.6556870 10.1145/3161163 10.1109/TPEL.2018.2862414 10.1109/TMTT.2015.2398865 10.1002/mop.26858 10.1017/wpt.2016.14 10.1145/3332533 10.1038/nature22404 10.1109/ACCESS.2018.2825290 10.1109/TAP.2013.2293509 10.1109/WPT.2015.7140175 10.1145/3287066 10.1109/TMTT.1984.1132833 10.1109/WPT.2016.7498842 10.1109/JPROC.2013.2245611 10.1109/JPROC.2013.2247551 10.1109/TIE.2011.2112317 10.1109/WPT.2018.8639301 10.1109/TPEL.2020.3014042 10.1109/MMM.2011.942732 10.1109/ISIC.1997.626427 10.1109/TPEL.2013.2249670 10.1109/TBCAS.2011.2174794 10.1109/ECCE.2011.6064239 10.1109/49.730453 10.1109/WPT.2013.6556887 10.1109/TAP.2007.891510 10.1109/TPEL.2015.2449290 10.1109/APEC.2011.5744775 10.1007/3-540-34783-6_10 10.1109/ACCESS.2018.2824334  | 
    
| ContentType | Journal Article | 
    
| Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 | 
    
| Copyright_xml | – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 | 
    
| DBID | 97E ESBDL RIA RIE AAYXX CITATION 7SC 7SP 7SR 8BQ 8FD JG9 JQ2 L7M L~C L~D ADTOC UNPAY DOA  | 
    
| DOI | 10.1109/ACCESS.2020.3044224 | 
    
| DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE Xplore Open Access Journals IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Xplore (NTUSG) CrossRef Computer and Information Systems Abstracts Electronics & Communications Abstracts Engineered Materials Abstracts METADEX Technology Research Database Materials Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts  Academic Computer and Information Systems Abstracts Professional Unpaywall for CDI: Periodical Content Unpaywall DOAJ Directory of Open Access Journals  | 
    
| DatabaseTitle | CrossRef Materials Research Database Engineered Materials Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic Electronics & Communications Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Advanced Technologies Database with Aerospace METADEX Computer and Information Systems Abstracts Professional  | 
    
| DatabaseTitleList | Materials Research Database  | 
    
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: RIE name: IEEE Electronic Library (IEL) url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher – sequence: 3 dbid: UNPAY name: Unpaywall url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/ sourceTypes: Open Access Repository  | 
    
| DeliveryMethod | fulltext_linktorsrc | 
    
| Discipline | Engineering | 
    
| EISSN | 2169-3536 | 
    
| EndPage | 222396 | 
    
| ExternalDocumentID | oai_doaj_org_article_12f439bcd5e540deb8341ad52db7fd5c 10.1109/access.2020.3044224 10_1109_ACCESS_2020_3044224 9291454  | 
    
| Genre | orig-research | 
    
| GrantInformation_xml | – fundername: Grant-in-Aid for JSPS Fellows grantid: JP18J22537 funderid: 10.13039/501100001691 – fundername: Japan Science and Technology Agency (JST), Exploratory Research for Advanced Technology (ERATO) grantid: JPMJER1501 funderid: 10.13039/501100009024  | 
    
| GroupedDBID | 0R~ 4.4 5VS 6IK 97E AAJGR ABAZT ABVLG ACGFS ADBBV AGSQL ALMA_UNASSIGNED_HOLDINGS BCNDV BEFXN BFFAM BGNUA BKEBE BPEOZ EBS EJD ESBDL GROUPED_DOAJ IPLJI JAVBF KQ8 M43 M~E O9- OCL OK1 RIA RIE RNS AAYXX CITATION 7SC 7SP 7SR 8BQ 8FD JG9 JQ2 L7M L~C L~D ADTOC UNPAY  | 
    
| ID | FETCH-LOGICAL-c474t-724b7783b78ae11bf33ae0de0cb1020dd048c9a9b3465910de795a387721475c3 | 
    
| IEDL.DBID | DOA | 
    
| ISSN | 2169-3536 | 
    
| IngestDate | Fri Oct 03 12:52:13 EDT 2025 Tue Aug 19 22:26:52 EDT 2025 Sun Jun 29 16:13:46 EDT 2025 Thu Apr 24 22:56:55 EDT 2025 Wed Oct 01 03:37:52 EDT 2025 Wed Aug 27 02:32:33 EDT 2025  | 
    
| IsDoiOpenAccess | true | 
    
| IsOpenAccess | true | 
    
| IsPeerReviewed | true | 
    
| IsScholarly | true | 
    
| Language | English | 
    
| License | https://creativecommons.org/licenses/by/4.0/legalcode cc-by  | 
    
| LinkModel | DirectLink | 
    
| MergedId | FETCHMERGED-LOGICAL-c474t-724b7783b78ae11bf33ae0de0cb1020dd048c9a9b3465910de795a387721475c3 | 
    
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14  | 
    
| ORCID | 0000-0001-7957-0839 0000-0002-0310-2577 0000-0003-2268-6106  | 
    
| OpenAccessLink | https://doaj.org/article/12f439bcd5e540deb8341ad52db7fd5c | 
    
| PQID | 2472322140 | 
    
| PQPubID | 4845423 | 
    
| PageCount | 12 | 
    
| ParticipantIDs | proquest_journals_2472322140 doaj_primary_oai_doaj_org_article_12f439bcd5e540deb8341ad52db7fd5c ieee_primary_9291454 unpaywall_primary_10_1109_access_2020_3044224 crossref_primary_10_1109_ACCESS_2020_3044224 crossref_citationtrail_10_1109_ACCESS_2020_3044224  | 
    
| ProviderPackageCode | CITATION AAYXX  | 
    
| PublicationCentury | 2000 | 
    
| PublicationDate | 20200000 2020-00-00 20200101 2020-01-01  | 
    
| PublicationDateYYYYMMDD | 2020-01-01 | 
    
| PublicationDate_xml | – year: 2020 text: 20200000  | 
    
| PublicationDecade | 2020 | 
    
| PublicationPlace | Piscataway | 
    
| PublicationPlace_xml | – name: Piscataway | 
    
| PublicationTitle | IEEE access | 
    
| PublicationTitleAbbrev | Access | 
    
| PublicationYear | 2020 | 
    
| Publisher | IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE)  | 
    
| Publisher_xml | – name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)  | 
    
| References | ref13 ref56 ref12 ref15 ref14 ref53 ref52 ref55 ref11 ref54 ref10 ref17 ref16 ref19 ref18 ref51 ref46 ref45 ref47 ref42 ref41 ref44 ref43 ref49 ref8 ref7 abe (ref33) 2012; 112 (ref50) 2019 ref9 ref4 ref3 ref6 ref5 ref40 ref35 ref34 ref37 ref36 ref31 ref30 ref32 ref2 ref1 ref39 ref38 ref24 ref23 ref26 siarry (ref48) 2017 ref25 ref20 ref22 ref21 ref28 ref27 ref29  | 
    
| References_xml | – ident: ref11 doi: 10.1109/TMTT.2015.2398413 – ident: ref3 doi: 10.1109/TPEL.2018.2853156 – ident: ref8 doi: 10.1109/TMTT.2011.2156425 – ident: ref30 doi: 10.1109/ACCESS.2018.2883503 – ident: ref14 doi: 10.1109/ACCESS.2019.2936627 – ident: ref19 doi: 10.1109/TIE.2010.2046002 – ident: ref40 doi: 10.1109/TMTT.2015.2513765 – ident: ref49 doi: 10.1002/9780470640425 – ident: ref54 doi: 10.1109/TMTT.2017.2673820 – ident: ref20 doi: 10.1109/TIA.2013.2271604 – ident: ref31 doi: 10.1109/LAWP.2013.2239600 – ident: ref27 doi: 10.1145/3287068 – ident: ref9 doi: 10.1038/s41928-019-0257-7 – ident: ref37 doi: 10.1002/047010628X – ident: ref36 doi: 10.1109/8.999619 – ident: ref51 doi: 10.1109/INTLEC.2012.6374468 – ident: ref47 doi: 10.1587/elex.10.20132008 – ident: ref55 doi: 10.1109/2.294849 – ident: ref12 doi: 10.1109/ACCESS.2019.2891015 – ident: ref10 doi: 10.1126/science.1143254 – ident: ref24 doi: 10.1109/LAWP.2017.2744658 – ident: ref22 doi: 10.1371/journal.pone.0169045 – ident: ref25 doi: 10.1109/WPT.2013.6556870 – volume: 112 start-page: 25 year: 2012 ident: ref33 article-title: Equivalent circuit applicable to free positioning wireless power transmission of apparatus having plural secondary coils (in Japanese) publication-title: IEICE Tech Rep – ident: ref4 doi: 10.1145/3161163 – ident: ref17 doi: 10.1109/TPEL.2018.2862414 – ident: ref21 doi: 10.1109/TMTT.2015.2398865 – ident: ref43 doi: 10.1002/mop.26858 – ident: ref46 doi: 10.1017/wpt.2016.14 – ident: ref28 doi: 10.1145/3332533 – year: 2017 ident: ref48 publication-title: Metaheuristics – ident: ref15 doi: 10.1038/nature22404 – ident: ref29 doi: 10.1109/ACCESS.2018.2825290 – ident: ref38 doi: 10.1109/TAP.2013.2293509 – ident: ref34 doi: 10.1109/WPT.2015.7140175 – ident: ref23 doi: 10.1145/3287066 – ident: ref1 doi: 10.1109/TMTT.1984.1132833 – ident: ref42 doi: 10.1109/WPT.2016.7498842 – ident: ref26 doi: 10.1109/JPROC.2013.2245611 – year: 2019 ident: ref50 publication-title: Global Optimization Toolbox – ident: ref35 doi: 10.1109/JPROC.2013.2247551 – ident: ref18 doi: 10.1109/TIE.2011.2112317 – ident: ref52 doi: 10.1109/WPT.2018.8639301 – ident: ref16 doi: 10.1109/TPEL.2020.3014042 – ident: ref2 doi: 10.1109/MMM.2011.942732 – ident: ref56 doi: 10.1109/ISIC.1997.626427 – ident: ref5 doi: 10.1109/TPEL.2013.2249670 – ident: ref45 doi: 10.1109/TBCAS.2011.2174794 – ident: ref6 doi: 10.1109/ECCE.2011.6064239 – ident: ref32 doi: 10.1109/49.730453 – ident: ref44 doi: 10.1109/WPT.2013.6556887 – ident: ref39 doi: 10.1109/TAP.2007.891510 – ident: ref53 doi: 10.1109/TPEL.2015.2449290 – ident: ref7 doi: 10.1109/APEC.2011.5744775 – ident: ref41 doi: 10.1007/3-540-34783-6_10 – ident: ref13 doi: 10.1109/ACCESS.2018.2824334  | 
    
| SSID | ssj0000816957 | 
    
| Score | 2.2179272 | 
    
| Snippet | Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays... | 
    
| SourceID | doaj unpaywall proquest crossref ieee  | 
    
| SourceType | Open Website Open Access Repository Aggregation Database Enrichment Source Index Database Publisher  | 
    
| StartPage | 222385 | 
    
| SubjectTerms | Antenna arrays Arrays Coils Cost function Efficiency Equivalent circuits Genetic algorithm Genetic algorithms Magnetic resonance magnetic resonance coupling Null zones Transceivers Wireless power transfer Wireless power transmission  | 
    
| SummonAdditionalLinks | – databaseName: IEEE Xplore (NTUSG) dbid: RIE link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Nb9QwEB21vQAHvgoiUJAPHOtt4thxctwuVBVSEYdW6s3yV6AiZKslq6r99Ywdb9QFhLhFie3YebbneWK_AXjvNBqeRntq25JT7lhDDU57tDCF02iwtYxq-2efq9ML_ulSXO7A4XQWxnsfN5_5WbiM__Ld0q6Dq-wITXnBBd-FXVlX41mtyZ8SAkg0QiZhoSJvjuaLBbYBl4AMV6Y554zxLeMTNfpTUJUtfvlg3V_r2xvddfdMzckTONtUctxh8n22HszM3v2m3_i_rXgKjxPnJPOxkzyDHd8_h0f3lAj34TzIT-NjMu--LldXw7cf9BjtmyNIK_1VcDqQ4OjvwxIdC1rpW_Ih7v0gSHpJ2ELb4ZRJvoSYayTav9avXsDFycfzxSlNAReo5ZIPVDJupKxLI2vti8K0Zal97nxuDfKQ3Dkc7rbRjSl5JZBnOC8bocsaGXrBpbDlS9jrl71_BaQ01lRaG-fblmtb1RazaVOUpmUVIpEB2yChbFIjD0ExOhVXJXmjRvhUgE8l-DI4nDJdj2Ic_05-HCCekgYl7XgD4VBpYKqCtcjJjHXCI3l13tRo17UTzBnZOmEz2A8QToUk9DI42HQYlUb9T8W4RIKK3yLPgE6d6I-q6hgKc6uqr__-ljfwMKQaXT4HsDes1v4tkqDBvIu9_xc2igMH priority: 102 providerName: IEEE – databaseName: Unpaywall dbid: UNPAY link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1db9MwFLWge0A88DUQgYH8wCNu44_EyWNXmCYkpj2s0niy_AnVQlaVVDB-PdeuW60gIcFblDiRk3Pjc27snIvQG6eBeFrtiQ1cEOFYSwwMe4Qa6jQQtpbJbf_jWX06Fx8uq8v8wS39C-O9T4vP_Dhuprn8he9-yEnNonlaO6mB4iFJmJRA7FRUYrx04S46qCvQ4iN0MD87n36KFeVo3RKe5iZfZmPNiU41CCEpZJCrlkIwJvboKLn25zIre4rz3rpf6pvvuutukc_JQ6S23d6sObkarwcztj9_c3T8__t6hB5kXYqnm0B6jO74_gm6f8ut8BBdRItqOIyn3efr1WL48pUcAwc6DNLTL-KHCRwnA_qYxsOFVvoGv0vrQzAIYxyX2XbwXPB5rMuGE0cGv3qK5ifvL2anJBdlIFZIMRDJhJGy4UY22lNqAufal86X1oBWKZ2DIcG2ujVcACQUjsi20rwBFU-FrCx_hkb9de-fI8yNNbXWxvkQhLZ1Y-E0bSg3gdWATYHYFhtls2N5LJzRqZS5lK2azmYQpioCqjKgBXq7O2m5Mez4e_PjCPquaXTbTjsAIJVfXkVZAN1mrKs8CFznTQPcr13FnJHBVbZAhxHU3UUyggU62oaQyiPDN8WEBBELz6IsENmF1R9d3YTqXldf_GP7IzQaVmv_CkTTYF7nN-MXK-gRNw priority: 102 providerName: Unpaywall  | 
    
| Title | Genetic Algorithm-Based Receiving Resonator Array Design for Wireless Power Transfer | 
    
| URI | https://ieeexplore.ieee.org/document/9291454 https://www.proquest.com/docview/2472322140 https://ieeexplore.ieee.org/ielx7/6287639/6514899/09291454.pdf https://doaj.org/article/12f439bcd5e540deb8341ad52db7fd5c  | 
    
| UnpaywallVersion | publishedVersion | 
    
| Volume | 8 | 
    
| hasFullText | 1 | 
    
| inHoldings | 1 | 
    
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAFT databaseName: Open Access Digital Library customDbUrl: eissn: 2169-3536 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0000816957 issn: 2169-3536 databaseCode: KQ8 dateStart: 20130101 isFulltext: true titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html providerName: Colorado Alliance of Research Libraries – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2169-3536 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0000816957 issn: 2169-3536 databaseCode: DOA dateStart: 20130101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2169-3536 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0000816957 issn: 2169-3536 databaseCode: M~E dateStart: 20130101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre  | 
    
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwELZQewAOqKUglpaVDxyxGr_i-LjdUlWVqHroSuVkjR8BpJBW261Q_z1jJ13tCgkuXBN75MyMZ76xnG8I-RgBE4-FxEIrFVNRWOYx7DHueQRM2GAK2_6Xy_p8oS5u9M1Gq698J2ygBx4Ud8xFiznTh6gTgouYfINxF6IW0Zs26pCjb9XYjWKqxOCG11abkWaIV_Z4Np_jF2FBKLBOrZQSQm2losLYP7ZY2UKbzx_6O3j8BV23kXjO9sirETHS2bDSffIs9a_Jyw0ewQNyncmj8TWddd9usdr__pOdYHaKFEFh-pGPDGg-pu9zgY2ClvBIT8vNDYqQleYLsB0GPHqVO6bRkr3atHxDFmefr-fnbGyXwIIyasWMUN6YRnrTQOLct1JCQo1VwSOKqGLEzRosWC9VrRElxGSsBtkgvubK6CDfkp3-tk_vCJU--BrAx9S2CkLdBJwGnkvfiho1NyHiSXMujFziuaVF50pNUVk3qNtldbtR3RPyaT3pbqDS-Pvwk2yS9dDMg10eoHe40Tvcv7xjQg6yQddCEAxypVH20ZOB3bhn751QBuEl6qKaELY2-h9LhdLIcmup7__HUg_JiyxzON45Ijur5UP6gIBn5afFt6fl38Qp2V1cXs2-_gYrEf1X | 
    
| linkProvider | Directory of Open Access Journals | 
    
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Nb9QwEB2Vcigc-CqIQAs-cGy2iWPHyXG7UC3QrThspd4sf6VUhGy1ZIXaX9-xk426UCFuUWI7dp7teZ7YbwA-WIWGp1QuNlXGYmZpGWuc9uJUp1ahwVYiqO3PTvPpGftyzs-34GA4C-OcC5vP3Mhfhn_5dmFW3lV2iKY8ZZw9gIecMca701qDR8WHkCi56KWF0qQ8HE8m2ApcBFJcmyaMUco2zE9Q6e_DqmwwzJ1Vc6Wuf6u6vmNsjp_CbF3Nbo_Jj9Gq1SNz84eC4_-24xk86VknGXfd5DlsueYFPL6jRbgLcy9AjY_JuL5YLC_b7z_jI7RwliCxdJfe7UC8q7_xi3QsaKmuycew-4Mg7SV-E22Nkyb55qOukWABK7d8CWfHn-aTadyHXIgNE6yNBWVaiCLTolAuTXWVZcol1iVGIxNJrMUBb0pV6ozlHJmGdaLkKiuQo6dMcJO9gu1m0bjXQDJtdK6Utq6qmDJ5YTCb0mmmK5ojEhHQNRLS9HrkPixGLcO6JCllB5_08MkevggOhkxXnRzHv5MfeYiHpF5LO9xAOGQ_NGVKK2Rl2ljukL5apwu07MpyarWoLDcR7HoIh0J69CLYW3cY2Y_7X5IygRQVv0USQTx0or-qqkIwzI2qvrn_Le9hZzqfnciTz6df38Ijn6NzAO3BdrtcuX2kRK1-F0bCLeUWBlQ | 
    
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1db9MwFLWge0A88DUQgYH8wCNu44_EyWNXmCYkpj2s0niy_AnVQlaVVDB-PdeuW60gIcFblDiRk3Pjc27snIvQG6eBeFrtiQ1cEOFYSwwMe4Qa6jQQtpbJbf_jWX06Fx8uq8v8wS39C-O9T4vP_Dhuprn8he9-yEnNonlaO6mB4iFJmJRA7FRUYrx04S46qCvQ4iN0MD87n36KFeVo3RKe5iZfZmPNiU41CCEpZJCrlkIwJvboKLn25zIre4rz3rpf6pvvuutukc_JQ6S23d6sObkarwcztj9_c3T8__t6hB5kXYqnm0B6jO74_gm6f8ut8BBdRItqOIyn3efr1WL48pUcAwc6DNLTL-KHCRwnA_qYxsOFVvoGv0vrQzAIYxyX2XbwXPB5rMuGE0cGv3qK5ifvL2anJBdlIFZIMRDJhJGy4UY22lNqAufal86X1oBWKZ2DIcG2ujVcACQUjsi20rwBFU-FrCx_hkb9de-fI8yNNbXWxvkQhLZ1Y-E0bSg3gdWATYHYFhtls2N5LJzRqZS5lK2azmYQpioCqjKgBXq7O2m5Mez4e_PjCPquaXTbTjsAIJVfXkVZAN1mrKs8CFznTQPcr13FnJHBVbZAhxHU3UUyggU62oaQyiPDN8WEBBELz6IsENmF1R9d3YTqXldf_GP7IzQaVmv_CkTTYF7nN-MXK-gRNw | 
    
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Genetic+Algorithm-Based+Receiving+Resonator+Array+Design+for+Wireless+Power+Transfer&rft.jtitle=IEEE+access&rft.au=Sasatani%2C+Takuya&rft.au=Narusue%2C+Yoshiaki&rft.au=Kawahara%2C+Yoshihiro&rft.date=2020&rft.issn=2169-3536&rft.eissn=2169-3536&rft.volume=8&rft.spage=222385&rft.epage=222396&rft_id=info:doi/10.1109%2FACCESS.2020.3044224&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_ACCESS_2020_3044224 | 
    
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2169-3536&client=summon | 
    
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2169-3536&client=summon | 
    
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2169-3536&client=summon |