Robust receive beamforming and reflection coefficients optimization in an IRS‐aided decode‐and‐forward relay system
Consider a decode‐and‐forward wireless relay system assisted by an intelligent reflection surface (IRS), where a robust design on receive beamforming at the relay and reflection coefficients at the IRS is studied. The worst‐case signal‐to‐noise ratio maximization problem is formulated, subject to th...
Saved in:
| Published in | Electronics letters Vol. 60; no. 2 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
01.01.2024
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 0013-5194 1350-911X 1350-911X |
| DOI | 10.1049/ell2.13087 |
Cover
| Abstract | Consider a decode‐and‐forward wireless relay system assisted by an intelligent reflection surface (IRS), where a robust design on receive beamforming at the relay and reflection coefficients at the IRS is studied. The worst‐case signal‐to‐noise ratio maximization problem is formulated, subject to the reflection coefficients (with either continuous or discrete phases) constraints, under the assumption of imperfect channel state information for all channels. To cope with the hard problem, an equivalent nonconvex quadratic optimization problem with a simpler form is derived, and then the Cauchy‐Schwarz inequality is applied to update the beamforming and a cyclic process is proposed to update the reflection coefficients, where a closed‐form optimal solution is computed in each step. It turns out that the proposed algorithm achieves a locally optimal solution for the robust design problem. Simulation results show that the proposed robust design outperforms an existing non‐robust design and two robust designs via semidefinite relaxation technique.
In a DF IRS‐aided wireless relay system, we design robust receive beamforming at the relay station and reflection coefficients at the IRS under the assumption of imperfect channel state information for all channels. We formulate an SNR (at the relay) maximization problem subject to unit‐modulus constraints on the reflection coefficients, and the problem is reformulated into a hard quadratic maximization problem and solved iteratively by the Cauchy‐Schwarz inequality to update the beamforming and by a cyclic process to search the optimal reflection coefficients, where a closed‐form optimal solution is computed in each step. |
|---|---|
| AbstractList | Consider a decode‐and‐forward wireless relay system assisted by an intelligent reflection surface (IRS), where a robust design on receive beamforming at the relay and reflection coefficients at the IRS is studied. The worst‐case signal‐to‐noise ratio maximization problem is formulated, subject to the reflection coefficients (with either continuous or discrete phases) constraints, under the assumption of imperfect channel state information for all channels. To cope with the hard problem, an equivalent nonconvex quadratic optimization problem with a simpler form is derived, and then the Cauchy‐Schwarz inequality is applied to update the beamforming and a cyclic process is proposed to update the reflection coefficients, where a closed‐form optimal solution is computed in each step. It turns out that the proposed algorithm achieves a locally optimal solution for the robust design problem. Simulation results show that the proposed robust design outperforms an existing non‐robust design and two robust designs via semidefinite relaxation technique.
In a DF IRS‐aided wireless relay system, we design robust receive beamforming at the relay station and reflection coefficients at the IRS under the assumption of imperfect channel state information for all channels. We formulate an SNR (at the relay) maximization problem subject to unit‐modulus constraints on the reflection coefficients, and the problem is reformulated into a hard quadratic maximization problem and solved iteratively by the Cauchy‐Schwarz inequality to update the beamforming and by a cyclic process to search the optimal reflection coefficients, where a closed‐form optimal solution is computed in each step. Consider a decode‐and‐forward wireless relay system assisted by an intelligent reflection surface (IRS), where a robust design on receive beamforming at the relay and reflection coefficients at the IRS is studied. The worst‐case signal‐to‐noise ratio maximization problem is formulated, subject to the reflection coefficients (with either continuous or discrete phases) constraints, under the assumption of imperfect channel state information for all channels. To cope with the hard problem, an equivalent nonconvex quadratic optimization problem with a simpler form is derived, and then the Cauchy‐Schwarz inequality is applied to update the beamforming and a cyclic process is proposed to update the reflection coefficients, where a closed‐form optimal solution is computed in each step. It turns out that the proposed algorithm achieves a locally optimal solution for the robust design problem. Simulation results show that the proposed robust design outperforms an existing non‐robust design and two robust designs via semidefinite relaxation technique. |
| Author | Huang, Yongwei Lu, Yingxing |
| Author_xml | – sequence: 1 givenname: Yingxing orcidid: 0009-0009-0955-5161 surname: Lu fullname: Lu, Yingxing organization: Guangdong University of Technology – sequence: 2 givenname: Yongwei orcidid: 0000-0002-7345-3524 surname: Huang fullname: Huang, Yongwei email: ywhuang@gdut.edu.cn organization: Guangdong University of Technology |
| BookMark | eNp9kM9Kw0AQxhdRsK1efII9K6n7J2mSo5SqhYBQFbyFze6srCS7JZta4slH8Bl9EjeN515mmJnffPB9U3RqnQWEriiZUxLnt1DXbE45ydITNKE8IVFO6dspmhBCeZTQPD5HU-8_wsjyPJ2gfuOqne9wCxLMJ-AKRKNd2xj7joVVYa9rkJ1xFksHWhtpwHYeu21nGvMlDhdjA4vXm-ff7x9hFCisQDoFw2hVqEFxL9pBrRY99r3voLlAZ1rUHi7_-wy93q9elo9R8fSwXt4VkWSLLI04SwWJecqCGQ6JZJkgVZVlKoaFoqB4zGlcac1hkQhaEZIlKddprpRkWqaSz9DNqLuzW9HvRV2X29Y0ou1LSsohtXJIrTykFujrkZat8z64Pw7TEd6bGvojZLkqCjb-_AHnQoRt |
| Cites_doi | 10.1109/TSP.2011.2169061 10.1007/s10957-012-0001-1 10.1109/LWC.2020.2999918 10.1109/LWC.2021.3123075 10.1109/TWC.2023.3264626 10.1109/TGCN.2022.3145031 10.1109/LCOMM.2021.3049685 10.1109/TCOMM.2021.3051897 10.1109/TSP.2012.2194289 10.1109/MSP.2010.936019 10.1109/TCOMM.2021.3078524 10.1109/TWC.2019.2936025 10.1137/04061341X 10.1109/TWC.2022.3159564 10.1109/TSP.2020.3019666 10.1109/TWC.2022.3164903 10.1109/LWC.2021.3107319 10.1109/LWC.2021.3092222 |
| ContentType | Journal Article |
| Copyright | 2024 The Authors. published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology. |
| Copyright_xml | – notice: 2024 The Authors. published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology. |
| DBID | 24P AAYXX CITATION ADTOC UNPAY |
| DOI | 10.1049/ell2.13087 |
| DatabaseName | Wiley Online Library Open Access CrossRef Unpaywall for CDI: Periodical Content Unpaywall |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | CrossRef |
| Database_xml | – sequence: 1 dbid: 24P name: Wiley Online Library Open Access url: https://authorservices.wiley.com/open-science/open-access/browse-journals.html sourceTypes: Publisher – sequence: 2 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 | 1350-911X |
| EndPage | n/a |
| ExternalDocumentID | 10.1049/ell2.13087 10_1049_ell2_13087 ELL213087 |
| Genre | shortCommunication |
| GrantInformation_xml | – fundername: National Natural Science Foundation of China funderid: 11871168 – fundername: Basic and Applied Basic Research Foundation of Guangdong Province funderid: 2022A1515011782 |
| GroupedDBID | -4A -~X .DC 0R~ 0ZK 1OC 24P 29G 2QL 3EH 4.4 4IJ 5GY 6IK 8FE 8FG 8VB 96U AAHJG AAJGR AAMMB ABJCF ABQXS ACCMX ACESK ACGFO ACGFS ACIWK ACXQS ADEYR ADIYS AEFGJ AEGXH AENEX AFAZI AFKRA AGXDD AI. AIAGR AIDQK AIDYY ALMA_UNASSIGNED_HOLDINGS ALUQN ARAPS AVUZU BBWZM BENPR BGLVJ CCPQU CS3 DU5 EBS EJD ELQJU F5P F8P GOZPB GROUPED_DOAJ GRPMH HCIFZ HZ~ IAO IDLOA IFBGX IPLJI ITC K1G K7- L6V LAI LXO M43 M7S MCNEO MS~ O9- OK1 P0- P2P P62 PHGZM PHGZT PQGLB PTHSS QWB R4Z RNS RUI TN5 U5U UNMZH VH1 WH7 WIN ZL0 ~ZZ AAYXX AFFHD CITATION ADTOC UNPAY |
| ID | FETCH-LOGICAL-c2687-327a043723503e5c28a0bb88d4e6d1ed34314bff3e65a1b008573f79ddc2fc7c3 |
| IEDL.DBID | UNPAY |
| ISSN | 0013-5194 1350-911X |
| IngestDate | Tue Aug 19 15:17:32 EDT 2025 Wed Oct 29 21:21:21 EDT 2025 Wed Aug 20 07:25:50 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 |
| Language | English |
| License | Attribution-NonCommercial-NoDerivs |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c2687-327a043723503e5c28a0bb88d4e6d1ed34314bff3e65a1b008573f79ddc2fc7c3 |
| ORCID | 0009-0009-0955-5161 0000-0002-7345-3524 |
| OpenAccessLink | https://proxy.k.utb.cz/login?url=https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ell2.13087 |
| PageCount | 4 |
| ParticipantIDs | unpaywall_primary_10_1049_ell2_13087 crossref_primary_10_1049_ell2_13087 wiley_primary_10_1049_ell2_13087_ELL213087 |
| PublicationCentury | 2000 |
| PublicationDate | January 2024 2024-01-00 |
| PublicationDateYYYYMMDD | 2024-01-01 |
| PublicationDate_xml | – month: 01 year: 2024 text: January 2024 |
| PublicationDecade | 2020 |
| PublicationTitle | Electronics letters |
| PublicationYear | 2024 |
| References | 2021; 69 2021; 25 2012; 60 2021; 10 2012; 154 2010; 27 2023; 22 2022; 6 2006; 16 2020; 9 2019; 18 2020; 68 2022; 21 2022; 11 e_1_2_9_11_1 e_1_2_9_10_1 e_1_2_9_13_1 e_1_2_9_12_1 e_1_2_9_8_1 e_1_2_9_7_1 e_1_2_9_6_1 e_1_2_9_5_1 e_1_2_9_4_1 e_1_2_9_3_1 e_1_2_9_2_1 e_1_2_9_9_1 e_1_2_9_15_1 e_1_2_9_14_1 e_1_2_9_17_1 e_1_2_9_16_1 e_1_2_9_19_1 e_1_2_9_18_1 |
| References_xml | – volume: 69 start-page: 3313 issue: 5 year: 2021 end-page: 3315 article-title: Intelligent reflecting surface‐aided wireless communications: A tutorial publication-title: IEEE Trans. Commun. – volume: 18 start-page: 5394 issue: 11 year: 2019 end-page: 5409 article-title: Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming publication-title: IEEE Trans. Wireless Commun. – volume: 27 start-page: 20 issue: 3 year: 2010 end-page: 34 article-title: Semidefinite relaxation of quadratic optimization problems publication-title: IEEE Signal Process. Mag. – volume: 68 start-page: 5092 year: 2020 end-page: 5106 article-title: A framework of robust transmission design for IRS‐aided MISO communications with imperfect cascaded channels publication-title: IEEE Trans. Signal Process. – volume: 21 start-page: 7536 issue: 9 year: 2022 end-page: 7549 article-title: Joint beamforming for IRS‐aided multi‐cell MISO system: Sum rate maximization and SINR balancing publication-title: IEEE Trans. Wireless Commun. – volume: 10 start-page: 2619 issue: 12 year: 2021 end-page: 2623 article-title: Robust beamforming for RIS‐assisted wireless communications with discrete phase shifts publication-title: IEEE Wireless Commun. Lett. – volume: 9 start-page: 1653 issue: 10 year: 2020 end-page: 1657 article-title: A hybrid relay and intelligent reflecting surface network and its ergodic performance analysis publication-title: IEEE Wireless Commun. Lett. – volume: 10 start-page: 2080 issue: 9 year: 2021 end-page: 2084 article-title: IRS meets relaying: Joint resource allocation and passive beamforming optimization publication-title: IEEE Wireless Commun. Lett. – volume: 21 start-page: 8216 issue: 10 year: 2022 end-page: 8229 article-title: Joint beamforming design for multiuser miso downlink aided by a reconfigurable intelligent surface and a relay publication-title: IEEE Trans. Wireless Commun. – volume: 22 start-page: 8620 issue: 12 year: 2023 end-page: 8633 article-title: IRS‐Aided secure communications over an untrusted AF relay system publication-title: IEEE Trans. Wireless Commun. – volume: 25 start-page: 1697 issue: 5 year: 2021 end-page: 1701 article-title: Low‐complexity robust beamforming design for IRS‐aided MISO systems with imperfect channels publication-title: IEEE Commun. Lett. – volume: 154 start-page: 187 issue: 1 year: 2012 end-page: 208 article-title: Cyclic seesaw process for optimization and identification publication-title: J. Optim. Theory Appl. – volume: 60 start-page: 3881 issue: 7 year: 2012 end-page: 3885 article-title: Robust adaptive beamforming based on interference covariance matrix reconstruction and steering vector estimation publication-title: IEEE Trans. Signal Process. – volume: 11 start-page: 215 issue: 2 year: 2022 end-page: 219 article-title: IRS‐aided wireless relaying: Deployment strategy and capacity scaling publication-title: IEEE Wireless Commun. Lett. – volume: 69 start-page: 5620 issue: 8 year: 2021 end-page: 5633 article-title: Joint beamforming and reconfigurable intelligent surface design for two‐way relay networks publication-title: IEEE Trans. Commun. – volume: 60 start-page: 527 issue: 1 year: 2012 end-page: 533 article-title: Robust multicast beamforming for spectrum sharing‐based cognitive radios publication-title: IEEE Trans. Signal Process. – volume: 6 start-page: 198 issue: 1 year: 2022 end-page: 207 article-title: Beamforming design for IRS‐aided decode‐and‐forward relay wireless network publication-title: IEEE Trans. Green Commun. Netw – volume: 16 start-page: 871 issue: 3 year: 2006 end-page: 890 article-title: Complex quadratic optimization and semidefinite programming publication-title: SIAM J. Optim. – ident: e_1_2_9_15_1 doi: 10.1109/TSP.2011.2169061 – ident: e_1_2_9_17_1 doi: 10.1007/s10957-012-0001-1 – ident: e_1_2_9_3_1 doi: 10.1109/LWC.2020.2999918 – ident: e_1_2_9_5_1 doi: 10.1109/LWC.2021.3123075 – ident: e_1_2_9_19_1 doi: 10.1109/TWC.2023.3264626 – ident: e_1_2_9_12_1 doi: 10.1109/TGCN.2022.3145031 – ident: e_1_2_9_9_1 doi: 10.1109/LCOMM.2021.3049685 – ident: e_1_2_9_2_1 doi: 10.1109/TCOMM.2021.3051897 – ident: e_1_2_9_14_1 doi: 10.1109/TSP.2012.2194289 – ident: e_1_2_9_18_1 doi: 10.1109/MSP.2010.936019 – ident: e_1_2_9_7_1 doi: 10.1109/TCOMM.2021.3078524 – ident: e_1_2_9_11_1 doi: 10.1109/TWC.2019.2936025 – ident: e_1_2_9_16_1 doi: 10.1137/04061341X – ident: e_1_2_9_8_1 doi: 10.1109/TWC.2022.3159564 – ident: e_1_2_9_13_1 doi: 10.1109/TSP.2020.3019666 – ident: e_1_2_9_6_1 doi: 10.1109/TWC.2022.3164903 – ident: e_1_2_9_10_1 doi: 10.1109/LWC.2021.3107319 – ident: e_1_2_9_4_1 doi: 10.1109/LWC.2021.3092222 |
| SSID | ssj0012997 |
| Score | 2.4239576 |
| Snippet | Consider a decode‐and‐forward wireless relay system assisted by an intelligent reflection surface (IRS), where a robust design on receive beamforming at the... |
| SourceID | unpaywall crossref wiley |
| SourceType | Open Access Repository Index Database Publisher |
| SubjectTerms | adaptive antenna arrays relay networks (telecommunication) |
| SummonAdditionalLinks | – databaseName: Wiley Online Library Open Access dbid: 24P link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8NAEF5qPagH8Yn1xYI9CcFmN0_wItJSpYpUC72F3ewuCGlStEV68yf4G_0lzmyaai8FLyGPSQKz2W--7O58Q0iTSwjKgXAdboR0APCgSwkGPyuBaHGjQj9QmCj88Bh0B9790B_WyHWVC1PqQywG3LBnWLzGDi5kWYUESC02YpYxrGUchWtk3QUig983854WcwgAtGFVvwB4ileJk3rx1e-9S-FoY5qPxexDZNkyVbWxprNDtuckkd6UrbpLajrfI1t_pAP3yaxfyOn7hAJgaQAsKrUYIf-Ei1TkCs6bzK6yymlaaKsTgUsmaAEQMZrnXtLXHGzpXf_5-_MLpSIVVRpz3PEwV7CFJ-KqWooZLzNaqj4fkEGn_XLbdeZlFJyUBQghLBSoYMS43-LaT1kkWlJGkfJ0oFytOHAITxrDdeALV1rNe27CWKmUmTRM-SGp50WujwjFWMYjzY3kBidEY6m06xt4g5ShFH6DXFTeTMalWkZiZ7m9OEGfJ9bnDdJcOHql2aVtgxUmSbvXY3bv-D_GJ2STATcpR1JOSX3yNtVnwC0m8tx-Qj99F81e priority: 102 providerName: Wiley-Blackwell |
| Title | Robust receive beamforming and reflection coefficients optimization in an IRS‐aided decode‐and‐forward relay system |
| URI | https://onlinelibrary.wiley.com/doi/abs/10.1049%2Fell2.13087 https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ell2.13087 |
| UnpaywallVersion | publishedVersion |
| Volume | 60 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 1350-911X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0012997 issn: 1350-911X databaseCode: DOA dateStart: 20210101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVBHI databaseName: IET Digital Library Open Access customDbUrl: eissn: 1350-911X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0012997 issn: 1350-911X databaseCode: IDLOA dateStart: 20130103 isFulltext: true titleUrlDefault: https://digital-library.theiet.org/content/collections providerName: Institution of Engineering and Technology – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 eissn: 1350-911X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0012997 issn: 1350-911X databaseCode: BENPR dateStart: 20210101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVWIB databaseName: KBPluse Wiley Online Library: Open Access customDbUrl: eissn: 1350-911X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0012997 issn: 1350-911X databaseCode: AVUZU dateStart: 20210301 isFulltext: true titleUrlDefault: https://www.kbplus.ac.uk/kbplus7/publicExport/pkg/559 providerName: Wiley-Blackwell – providerCode: PRVWIB databaseName: Wiley Online Library Open Access customDbUrl: eissn: 1350-911X dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0012997 issn: 1350-911X databaseCode: 24P dateStart: 20130101 isFulltext: true titleUrlDefault: https://authorservices.wiley.com/open-science/open-access/browse-journals.html providerName: Wiley-Blackwell |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LSwMxEB60PYgH36KiJaAnodom--qxiKWKiqgr1cuSbBIQt9uiLVJP_gR_o7_EmWwr1oMIXpZ9ZLO7SWbmy2bmG4A9odAoB7JeFVaqKio8FCnJcbISyJqwOvQDTYHC5xdBO_ZOO37nWxR_wQ_x9cONJMPpaxLwvraFni9mnV7j0GQZp3zGUTgL5cBHNF6Ccnxx2bybJC5AgFLktfVrJNedCUPp1M1TNmlumPfl6EVm2TRedQantQhy8qqFn8njwXCgDtLXHyyO__mWJVgYo1HWLIbPMsyYfAXmv3EUrsLoqqeGzwOGtRjUjEwZ2SWgixeZzDWet5lz58pZ2jOOkIJ8M1gPdVF3HOTJHnIsy06urj_e3omTUjNtKJieDnONW6yR3HcZhdaMWEEvvQZx6_jmqF0d52uopjwgXcVDSVRJHBtbGD_lkawpFUXaM4GuGy0QrHjKWmECX9aVI9cXNmxonXKbhqlYh1Ley80GMDKaIjLCKmFp5bWhtKn7Fp-gVKikvwm7kx5L-gUtR-KW071GQg2ZuIbchL2vzvy12L7rnF-KJMdnZ9ztbf2tzm0oDZ6GZgcRy0BVYJZ7lxUoN2_j-7ji5v2V8UD9BMpB83s |
| linkProvider | Unpaywall |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LTwIxEG4UD-jB-Iz4bCInEyK03dfRGAgoEIOQcNu02zYxWRaiEMPNn-Bv9Jc40wWUi4mXzT5mt8l0O_NNO_OVkDJX4JR9WatwK1UFDB4MKckgWPFllVsdeL7GQuFO128OxMPQGy5yc7AWJueHWE244chw9hoHOE5I5wGnQJJMk6YMNzMOg02yJaBFjL2YeFotIoClDZYbGABQEUt2UhHd_ry75o-Ks2wi5-8yTdexqnM2jT2yu0CJ9C7v1n2yYbIDsvOLO_CQzHtjNXubUrBYBiwWVUaOEIDCQyozDfdt6tKsMpqMjSOKwJwJOgYbMVoUX9KXDGRpq_f89fGJXJGaaoNF7niZaTjCFzGtlmLJy5zmtM9HZNCo9--blcU-CpWE-WhDWCCRwohxr8qNl7BQVpUKQy2Mr2tGcwARQlnLje_JmnKk99wGkdYJs0mQ8GNSyMaZOSEUnRkPDbeKW1wRjZQ2Nc9CC0oFSnolcr3UZjzJ6TJit8wtohh1Hjudl0h5peg_xW5cH_whEtfbbebOTv8jfEWKzX6nHbdb3cczss0AqOTTKuekMH2dmQsAGlN16X6nb5q_0Mo |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEA7ago-D-MT6DNiTUGyTffVYtKXVWqRaKV6WZJOAsN0WbZHe_An-Rn-JM9lttZeCl2Ufs7swu_nmSzLzhZAilxCUPVEpcSNkCQAPmpRg0FnxRJkb5buewkLh-47X7Dm3fbef5eZgLUyqDzEfcMOWYfEaG7geKZN2OB0UydRxzHAx48BfJXkI5GUnR_K1595Lbz6NAFjrz5YwAKrizPRJnerV790LEWl9kozE9EPE8SJbteGmsU22Mp5Ia-mH3SErOtklm3_UA_fItDuUk_cxBczSgFlUajFACgoXqUgUnDexTbRKaDTUVioCsyboEFBikJVf0tcEbGmr-_j9-YVqkYoqjWXueJgo2MITMbGWYtHLlKbCz_uk16g_XTdL2UoKpYh5iCLMFyhixLhb5tqNWCDKUgaBcrSnKlpxoBGONIZrzxUVaWXvufGrSkXMRH7ED0guGSb6kFAMZzzQ3EhucE60KpWuuAbeIKUvhVsgFzNvhqNUMCO0E91ONUSfh9bnBVKcO3qp2aX9BktMwnq7zeze0X-Mz8naw00jbLc6d8dkgwFTScdVTkhu_DbRp8A0xvIs-59-AHuE0h4 |
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEF60PYgH32JFZcGehNQmm-exSEuVWqRaqKewm90FMU2LNkg9-RP8jf4SZzZtaT2I4CXksdkkuzsz32ZnviGkygQYZZ_bFtNcWKDwQKS4A5MVn9eZloHnSwwUvu367b57M_AGS1H8BT_E4ocbSobR1yjgY6kLPV_MOt3oUqWpg_mMw2CdlH0P0HiJlPvdu8bjPHEBAJQir61XR7kezBlKV25esUkbeTbm0zeepqt41Ric1jbh81ct_Eyea_lE1JL3HyyO__mWHbI1Q6O0UQyfXbKmsj2yucRRuE-mvZHIXycUalGgGalQfIhAFy5Snkk4r1PjzpXRZKQMIQX6ZtAR6KLhLMiTPmVQll737r8-PpGTUlKpMJgeDzMJW6gR3XcphtZMaUEvfUD6rebDVdua5WuwEsdHXeUEHKmSHGhsprzECXldiDCUrvKlrSQDsOIKrZnyPW4LQ67PdBBJmTg6CRJ2SErZKFNHhKLRZKFiWjCNK6-RkMr2NDxBiEBwr0LO5z0Wjwtajtgsp7tRjA0Zm4askOqiM38tdmE655cicbPTccze8d_qPCGlyUuuTgGxTMTZbFB-A-9e7_E |
| 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=Robust+receive+beamforming+and+reflection+coefficients+optimization+in+an+IRS%E2%80%90aided+decode%E2%80%90and%E2%80%90forward+relay+system&rft.jtitle=Electronics+letters&rft.au=Lu%2C+Yingxing&rft.au=Huang%2C+Yongwei&rft.date=2024-01-01&rft.issn=0013-5194&rft.eissn=1350-911X&rft.volume=60&rft.issue=2&rft_id=info:doi/10.1049%2Fell2.13087&rft.externalDBID=n%2Fa&rft.externalDocID=10_1049_ell2_13087 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0013-5194&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0013-5194&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0013-5194&client=summon |