Relay Beamforming Designs in Multi-User Wireless Relay Networks Based on Throughput Maximin Optimization
Beamforming design for multi-user wireless relay networks under the criterion of maximin information throughput is an important but also very hard optimization problem due to its nonconvex nature. The existing approach to reformulate the design as a matrix rank-one constrained optimization problem i...
Uložené v:
| Vydané v: | IEEE transactions on communications Ročník 61; číslo 5; s. 1739 - 1749 |
|---|---|
| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
New York, NY
IEEE
01.05.2013
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Predmet: | |
| ISSN: | 0090-6778, 1558-0857 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | Beamforming design for multi-user wireless relay networks under the criterion of maximin information throughput is an important but also very hard optimization problem due to its nonconvex nature. The existing approach to reformulate the design as a matrix rank-one constrained optimization problem is highly inefficient. This paper exploits the d.c. (difference of two convex functions) structure of the objective function and the convex structure of the constraints in such a global optimization problem to develop efficient iterative algorithms of very low complexity to find the solutions. Both cases of concurrent and orthogonal transmissions from sources to relays are considered. Numerical results indicate that the proposed algorithms provide solutions that are very close to the upper bound on the solution of the non-orthogonal source transmissions case and are almost equal to the optimal solution of the orthogonal source transmissions case. This demonstrates the ability of the developed algorithms to locate approximations close to the global optimal solutions in a few iterations. Moreover, the proposed methods are superior to other methods in both performance and computation complexity. |
|---|---|
| AbstractList | Beamforming design for multi-user wireless relay networks under the criterion of maximin information throughput is an important but also very hard optimization problem due to its nonconvex nature. The existing approach to reformulate the design as a matrix rank-one constrained optimization problem is highly inefficient. This paper exploits the d.c. (difference of two convex functions) structure of the objective function and the convex structure of the constraints in such a global optimization problem to develop efficient iterative algorithms of very low complexity to find the solutions. Both cases of concurrent and orthogonal transmissions from sources to relays are considered. Numerical results indicate that the proposed algorithms provide solutions that are very close to the upper bound on the solution of the non-orthogonal source transmissions case and are almost equal to the optimal solution of the orthogonal source transmissions case. This demonstrates the ability of the developed algorithms to locate approximations close to the global optimal solutions in a few iterations. Moreover, the proposed methods are superior to other methods in both performance and computation complexity. |
| Author | Tuan, H. D. Rashid, U. Nguyen, H. H. |
| Author_xml | – sequence: 1 givenname: U. surname: Rashid fullname: Rashid, U. email: umar.rashid@student.uts.edu.au organization: Fac. of Eng. & Inf. Technol., Univ. of Technol., Sydney, NSW, Australia – sequence: 2 givenname: H. D. surname: Tuan fullname: Tuan, H. D. email: tuan.hoang@uts.edu.au organization: Fac. of Eng. & Inf. Technol., Univ. of Technol., Sydney, NSW, Australia – sequence: 3 givenname: H. H. surname: Nguyen fullname: Nguyen, H. H. email: ha.nguyen@usask.ca organization: Dept. of Electr. & Comput. Eng., Univ. of Saskatchewan, Saskatoon, SK, Canada |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27485149$$DView record in Pascal Francis |
| BookMark | eNqNkc1rFDEchoNUcFv9C7wERPAya74_LoJdrQpdF2TFY8imv9lNnU22yQza_vXOdkoPPXl6CTzvm5DnFJ2knAAhTMmcUmLfrxer5XLOCOVzwpgeg44HZp-hGZXSNMRIfYJmhFjSKK3NC3Ra6zUhRBDOZ2j3Azp_i8_B79tc9jFt8SeocZsqjgkvh66Pzc8KBf-KBTqoFU-F79D_yeV3xee-whXOCa93JQ_b3WHo8dL_jeMUXh36Me98H3N6iZ63vqvw6iHP0Pri83rxtblcffm2-HjZBK5J3wRrPISg2yCY3hjBgmw5gBJio7xSghtLubSwUUwYtVHhyraEe2A0MMYIP0PvptlDyTcD1N7tYw3QdT5BHqqjXDMlJTVH9M0T9DoPJY2PGympLBWSyJF6-0D5GnzXFp9CrO5Q4t6XW8e0MJIKO3Jm4kLJtRZoHxFK3NGUuzfljqbcZMpNpsbqhyfVEPv7T-uLj93_DLyeBiIAPN6rhFaKKP4Pu-ikxQ |
| CODEN | IECMBT |
| CitedBy_id | crossref_primary_10_1109_ACCESS_2021_3119318 crossref_primary_10_1109_TWC_2019_2946161 crossref_primary_10_1109_TCOMM_2024_3385912 crossref_primary_10_1049_iet_com_2018_6018 crossref_primary_10_1109_TWC_2014_2324588 crossref_primary_10_1109_TVT_2022_3168371 crossref_primary_10_1109_TVT_2023_3245539 crossref_primary_10_1109_TWC_2017_2749568 crossref_primary_10_1016_j_dsp_2024_104595 crossref_primary_10_1109_TCOMM_2016_2605688 crossref_primary_10_1109_TCOMM_2013_122013_130239 crossref_primary_10_1109_TVT_2023_3349292 crossref_primary_10_1007_s11277_017_3989_6 crossref_primary_10_1109_TCOMM_2016_2631465 |
| Cites_doi | 10.1080/002071700219803 10.1007/978-1-4615-4098-4 10.1109/MCOM.2007.4342859 10.1007/978-1-4757-2809-5 10.1109/TIT.2004.838089 10.1109/TSP.2009.2020002 10.1109/ICC.2009.5198922 10.1109/TWC.2006.1638675 10.1109/TWC.2012.021512.111040 10.1109/JSAC.2008.081006 10.1109/TVT.2012.2196531 10.1007/3-540-36978-3_11 10.1109/TWC.2011.081011.102277 10.1109/TWC.2003.819030 10.1109/JSAC.2005.843542 10.1109/GLOCOM.2011.6134324 10.1007/s10898-009-9507-y 10.1002/rnc.807 10.1109/ICASSP.2011.5947075 10.1109/TWC.2008.080109 10.1109/9.839953 10.1109/ICCS.2010.5685982 10.1109/TIT.2005.853304 10.3166/ejc.10.527-538 10.1023/A:1008385006172 10.1109/TSP.2009.2020048 10.1109/TCOMM.2003.818096 10.1080/10556789908805766 10.1109/MCOM.2006.273097 10.1109/WCNC.2012.6214319 10.1137/070685026 |
| ContentType | Journal Article |
| Copyright | 2014 INIST-CNRS Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) May 2013 |
| Copyright_xml | – notice: 2014 INIST-CNRS – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) May 2013 |
| DBID | 97E RIA RIE AAYXX CITATION IQODW 7SP 8FD L7M F28 FR3 |
| DOI | 10.1109/TCOMM.2013.022713.120129 |
| DatabaseName | IEEE Xplore (IEEE) IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Pascal-Francis Electronics & Communications Abstracts Technology Research Database Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Engineering Research Database |
| DatabaseTitle | CrossRef Technology Research Database Advanced Technologies Database with Aerospace Electronics & Communications Abstracts Engineering Research Database ANTE: Abstracts in New Technology & Engineering |
| DatabaseTitleList | Technology Research Database Engineering Research Database |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Applied Sciences |
| EISSN | 1558-0857 |
| EndPage | 1749 |
| ExternalDocumentID | 2983886311 27485149 10_1109_TCOMM_2013_022713_120129 6476606 |
| Genre | orig-research |
| GroupedDBID | -~X .DC 0R~ 29I 3EH 4.4 5GY 5VS 6IK 85S 97E AAJGR AARMG AASAJ AAWTH ABAZT ABFSI ABQJQ ABVLG ACGFO ACGFS ACIWK ACKIV ACNCT AENEX AETIX AGQYO AGSQL AHBIQ AI. AIBXA AKJIK AKQYR ALLEH ALMA_UNASSIGNED_HOLDINGS ASUFR ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 E.L EBS EJD HZ~ H~9 IAAWW IBMZZ ICLAB IES IFIPE IFJZH IPLJI JAVBF LAI M43 MS~ O9- OCL P2P RIA RIE RNS TAE TN5 VH1 ZCA ZCG AAYXX CITATION IQODW RIG 7SP 8FD L7M F28 FR3 |
| ID | FETCH-LOGICAL-c370t-c98aecc7fc427b842c5f3ee644b6a6643891359eb62486b6cd9f03ae21c22203 |
| IEDL.DBID | RIE |
| ISICitedReferencesCount | 18 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000319752600011&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0090-6778 |
| IngestDate | Sun Sep 28 06:35:23 EDT 2025 Mon Jun 30 10:08:09 EDT 2025 Mon Jul 21 09:12:23 EDT 2025 Tue Nov 18 21:37:44 EST 2025 Sat Nov 29 01:41:32 EST 2025 Wed Aug 27 02:49:09 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 5 |
| Keywords | Performance evaluation Relay Relay network maximin optimization Wireless telecommunication Information rate Iterative method network throughput d.c. decomposition Beam forming Function decomposition d.c. (difference of two convex functions) programming Algorithm complexity Traffic control amply-and-forward relaying Convex function Multiple access Maximin problem Flow rate regulation Teletraffic Multi-user relay networks Global optimum Algorithm Information transmission Constrained optimization Upper bound Algorithm performance Optimal solution Wireless network Numerical simulation Objective function beamforming |
| Language | English |
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html CC BY 4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c370t-c98aecc7fc427b842c5f3ee644b6a6643891359eb62486b6cd9f03ae21c22203 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Article-2 ObjectType-Feature-1 content type line 23 |
| PQID | 1356914505 |
| PQPubID | 85472 |
| PageCount | 11 |
| ParticipantIDs | proquest_miscellaneous_1372655180 proquest_journals_1356914505 pascalfrancis_primary_27485149 crossref_primary_10_1109_TCOMM_2013_022713_120129 ieee_primary_6476606 crossref_citationtrail_10_1109_TCOMM_2013_022713_120129 |
| PublicationCentury | 2000 |
| PublicationDate | 2013-05-01 |
| PublicationDateYYYYMMDD | 2013-05-01 |
| PublicationDate_xml | – month: 05 year: 2013 text: 2013-05-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | New York, NY |
| PublicationPlace_xml | – name: New York, NY – name: New York |
| PublicationTitle | IEEE transactions on communications |
| PublicationTitleAbbrev | TCOMM |
| PublicationYear | 2013 |
| Publisher | IEEE Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher_xml | – name: IEEE – name: Institute of Electrical and Electronics Engineers – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| References | ref13 ref12 wie (ref5) 2006; 5 ref15 ref14 ref31 ref30 ref33 ref11 ref10 ref2 ref1 ref17 ref19 ref18 tuy (ref16) 1998 apkarian (ref22) 0 ref24 ref23 ref26 ref25 ref20 gastpar (ref32) 2003; 2634 zhou (ref27) 1996 konno (ref21) 1997 ref28 ref29 ref8 ref7 ref9 ref4 ref3 ref6 |
| References_xml | – ident: ref20 doi: 10.1080/002071700219803 – year: 1997 ident: ref21 publication-title: Optimization on Low Rank Nonconvex Structures doi: 10.1007/978-1-4615-4098-4 – ident: ref7 doi: 10.1109/MCOM.2007.4342859 – year: 1998 ident: ref16 publication-title: Convex Analysis and Global Optimization doi: 10.1007/978-1-4757-2809-5 – ident: ref2 doi: 10.1109/TIT.2004.838089 – ident: ref10 doi: 10.1109/TSP.2009.2020002 – ident: ref9 doi: 10.1109/ICC.2009.5198922 – volume: 5 start-page: 1547 year: 2006 ident: ref5 article-title: Asynchornous cooperative diversity publication-title: IEEE Trans Wireless Commun doi: 10.1109/TWC.2006.1638675 – ident: ref12 doi: 10.1109/TWC.2012.021512.111040 – ident: ref29 doi: 10.1109/JSAC.2008.081006 – ident: ref26 doi: 10.1109/TVT.2012.2196531 – volume: 2634 start-page: 162 year: 2003 ident: ref32 article-title: Source-channel communication in sensor neworks publication-title: Lecture Notes in Computer Science doi: 10.1007/3-540-36978-3_11 – ident: ref15 doi: 10.1109/TWC.2011.081011.102277 – ident: ref3 doi: 10.1109/TWC.2003.819030 – ident: ref33 doi: 10.1109/JSAC.2005.843542 – ident: ref14 doi: 10.1109/GLOCOM.2011.6134324 – ident: ref30 doi: 10.1007/s10898-009-9507-y – year: 1996 ident: ref27 publication-title: Robust and Optimal Control – ident: ref23 doi: 10.1002/rnc.807 – ident: ref13 doi: 10.1109/ICASSP.2011.5947075 – ident: ref6 doi: 10.1109/TWC.2008.080109 – ident: ref18 doi: 10.1109/9.839953 – ident: ref19 doi: 10.1109/ICCS.2010.5685982 – ident: ref8 doi: 10.1109/TIT.2005.853304 – ident: ref24 doi: 10.3166/ejc.10.527-538 – ident: ref17 doi: 10.1023/A:1008385006172 – ident: ref11 doi: 10.1109/TSP.2009.2020048 – ident: ref1 doi: 10.1109/TCOMM.2003.818096 – start-page: 2238 year: 0 ident: ref22 article-title: A sequential SDP/Gauss-Newton algorithm for rank-constrained LMI problems publication-title: Proc 1999 Conf Decision and Control – ident: ref31 doi: 10.1080/10556789908805766 – ident: ref4 doi: 10.1109/MCOM.2006.273097 – ident: ref28 doi: 10.1109/WCNC.2012.6214319 – ident: ref25 doi: 10.1137/070685026 |
| SSID | ssj0004033 |
| Score | 2.1748812 |
| Snippet | Beamforming design for multi-user wireless relay networks under the criterion of maximin information throughput is an important but also very hard optimization... |
| SourceID | proquest pascalfrancis crossref ieee |
| SourceType | Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 1739 |
| SubjectTerms | Algorithms amply-and-forward relaying Applied sciences Array signal processing Beamforming Complexity d.c. (difference of two convex functions) programming d.c. decomposition Detection, estimation, filtering, equalization, prediction Exact sciences and technology Information, signal and communications theory Linear programming Mathematical analysis Mathematical models maximin optimization Multi-user relay networks network throughput Optimization Relay Relay networks Relays Signal and communications theory Signal to noise ratio Signal, noise Studies Systems, networks and services of telecommunications Telecommunications Telecommunications and information theory Teletraffic Throughput Transmission and modulation (techniques and equipments) Vectors |
| Title | Relay Beamforming Designs in Multi-User Wireless Relay Networks Based on Throughput Maximin Optimization |
| URI | https://ieeexplore.ieee.org/document/6476606 https://www.proquest.com/docview/1356914505 https://www.proquest.com/docview/1372655180 |
| Volume | 61 |
| WOSCitedRecordID | wos000319752600011&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: IEEE Electronic Library (IEL) customDbUrl: eissn: 1558-0857 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0004033 issn: 0090-6778 databaseCode: RIE dateStart: 19720101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3BTtwwEB0B6qEcoC0gllLkShwbcByvHR-BgjiwSw9biVvkOI5Agiwiu1X5-87Y2VAEBzglij1K5DfxjO03MwD7TnCySjaRNsUFSpXxJC9zmXhRao4qNEzzECh8ocfj_OrK_FqCH30sjPc-kM_8Ad2Gs_xq6ua0VXaopFaK8msva61irNZTDCTPuoyTRGfX-YK1w83h5ORyNCIWV3ZACfPwkgraf3lmikJtFWJG2hYHp45VLV5M0MHqnK2_73s_wVrnXbKjqA6fYck3X2D1v5yDG3BN9LdHduztHfmr-Iz9DCyOlt00LMTjJr9RLxnxYm9xHmRRYBz54i07RrtXsWnDJrHEz_18xkb2L1UHY5c4Ad11kZ2bMDk7nZycJ125hcRlms8SZ3KLgOraSaERL-GGdeY9OkylskrJcKI5NL5UQuaqVK4yNc-sF6lDJ4NnW7DSTBu_Dcxp7mppUj-UpbSiMtjRuCozeVn5uuYD0IuBL1yXipwqYtwWYUnCTREgKwiyIkJWRMgGkPaS9zEdxxtkNgiavn-HygD2nmHdt-M6Hd1QiXK7C_CL7sduCxwBZVKJfuMAvvfN-EvSOYtt_HROfbRQlOmO77z-6q_wUYSqGsSb3IWV2cPcf4MP7s_spn3YC3r9D7Ap800 |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Nb9QwEB1VLRJwKB8FsVCKkTiS1nEcOz7SlqqI3S2HIPVmOY4jKrXZqtlF8O-ZcbKhFRzglCj2KJHfxDO238wAvPOCk1VyiXQpLlDqjCdFVcgkiEpzVKE8LWKg8FTP58X5ufmyAe_HWJgQQiSfhX26jWf59cKvaKvsQEmtFOXX3sqlFLyP1vodBcmzIeckEdp1sebtcHNQHp3NZsTjyvYpZR5eUkE7MHeMUayuQtxI1-HwNH1diz-m6Gh3Th793xc_hu3Bv2QfeoV4AhuhfQoPb2Ud3IFvRID7yQ6DuyKPFZ-x48jj6NhFy2JEbvIVNZMRM_YSZ0LWC8x7xnjHDtHy1WzRsrIv8nO9WrKZ-0H1wdgZTkFXQ2znMyhPPpZHp8lQcCHxmebLxJvCIaS68VJoREz4vMlCQJepUk4pGc80cxMqJWShKuVr0_DMBZF6dDN49hw220UbXgDzmvtGmjTkspJO1AY7Gl9npqjq0DR8Ano98NYPycipJsaljYsSbmyEzBJktofM9pBNIB0lr_uEHP8gs0PQjP0HVCawdwfrsR1X6uiISpTbXYNvh1-7szgCyqQSPccJvB2b8aekkxbXhsWK-mihKNcdf_n3V7-B-6flbGqnn-afX8EDEWtsEItyFzaXN6vwGu7578uL7mYv6vgvear2lA |
| 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=Relay+Beamforming+Designs+in+Multi-User+Wireless+Relay+Networks+Based+on+Throughput+Maximin+Optimization&rft.jtitle=IEEE+transactions+on+communications&rft.au=Rashid%2C+U&rft.au=Tuan%2C+H+D&rft.au=Nguyen%2C+H+H&rft.date=2013-05-01&rft.issn=0090-6778&rft.volume=61&rft.issue=5&rft.spage=1739&rft.epage=1749&rft_id=info:doi/10.1109%2FTCOMM.2013.022713.120129&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0090-6778&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0090-6778&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0090-6778&client=summon |