{"id":"https://openalex.org/W2014410019","doi":"https://doi.org/10.1109/msp.2014.2335237","title":"Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach","display_name":"Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach","publication_year":2014,"publication_date":"2014-10-14","ids":{"openalex":"https://openalex.org/W2014410019","doi":"https://doi.org/10.1109/msp.2014.2335237","mag":"2014410019"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2014.2335237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2014.2335237","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079468697","display_name":"Hadi Baligh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hadi Baligh","raw_affiliation_strings":["Huawei Canada, Ottawa"],"affiliations":[{"raw_affiliation_string":"Huawei Canada, Ottawa","institution_ids":["https://openalex.org/I4210115038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633783","display_name":"Mingyi Hong","orcid":"https://orcid.org/0000-0003-1263-9365"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingyi Hong","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465606","display_name":"Wei-Cheng Liao","orcid":"https://orcid.org/0000-0002-5797-1049"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei-Cheng Liao","raw_affiliation_strings":["Department of Electrical and Computer Engineering","University of Minnesota"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering","institution_ids":[]},{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101766226","display_name":"Zhi\u2010Quan Luo","orcid":"https://orcid.org/0000-0003-3995-914X"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhi-Quan Luo","raw_affiliation_strings":["Department of Electrical and Computer Engineering","University of Minnesota"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering","institution_ids":[]},{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041237539","display_name":"Meisam Razaviyayn","orcid":"https://orcid.org/0000-0003-4342-6661"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meisam Razaviyayn","raw_affiliation_strings":["Daniel J. Epstein Industrial and Systems Engineering, University of Southern California"],"affiliations":[{"raw_affiliation_string":"Daniel J. Epstein Industrial and Systems Engineering, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046195860","display_name":"Maziar Sanjabi","orcid":null},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maziar Sanjabi","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028963874","display_name":"Ruoyu Sun","orcid":"https://orcid.org/0000-0003-2487-5322"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruoyu Sun","raw_affiliation_strings":["Department of Electrical and Computer Engineering","University of Minnesota"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering","institution_ids":[]},{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5079468697"],"corresponding_institution_ids":["https://openalex.org/I4210115038"],"apc_list":null,"apc_paid":null,"fwci":3.1924,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.92506605,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"31","issue":"6","first_page":"56","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8334074020385742},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.64860999584198},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6128711700439453},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.5637757778167725},{"id":"https://openalex.org/keywords/backhaul","display_name":"Backhaul (telecommunications)","score":0.5446164608001709},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4986104965209961},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4479868710041046},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.42862969636917114},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.41116607189178467},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.3966684937477112},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3661314845085144},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18846863508224487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8334074020385742},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.64860999584198},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6128711700439453},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.5637757778167725},{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.5446164608001709},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4986104965209961},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4479868710041046},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.42862969636917114},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.41116607189178467},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.3966684937477112},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3661314845085144},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18846863508224487},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/msp.2014.2335237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2014.2335237","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"},{"id":"pmh:oai:lib.dr.iastate.edu:imse_pubs-1039","is_oa":false,"landing_page_url":"https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=1039&context=imse_pubs","pdf_url":null,"source":{"id":"https://openalex.org/S4377196104","display_name":"Iowa State University Digital Repository (Iowa State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173911158","host_organization_name":"Iowa State University","host_organization_lineage":["https://openalex.org/I173911158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Industrial and Manufacturing Systems Engineering Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1491719355","https://openalex.org/W1564814491","https://openalex.org/W1970830346","https://openalex.org/W1974661392","https://openalex.org/W2022800466","https://openalex.org/W2050815608","https://openalex.org/W2050968963","https://openalex.org/W2053596819","https://openalex.org/W2079587612","https://openalex.org/W2082085686","https://openalex.org/W2087141063","https://openalex.org/W2093763487","https://openalex.org/W2096212850","https://openalex.org/W2100755644","https://openalex.org/W2110838621","https://openalex.org/W2124568462","https://openalex.org/W2135886584","https://openalex.org/W2136530738","https://openalex.org/W2142717204","https://openalex.org/W2146879082","https://openalex.org/W2148122352","https://openalex.org/W2148827531","https://openalex.org/W2151444885","https://openalex.org/W2158893758","https://openalex.org/W2160998689","https://openalex.org/W2163762663","https://openalex.org/W2167826503","https://openalex.org/W3103450255","https://openalex.org/W4289857278","https://openalex.org/W6633973209"],"related_works":["https://openalex.org/W4297310313","https://openalex.org/W2963149344","https://openalex.org/W2012551222","https://openalex.org/W4303414366","https://openalex.org/W2097644939","https://openalex.org/W1724300815","https://openalex.org/W4200445394","https://openalex.org/W2594059527","https://openalex.org/W2097820490","https://openalex.org/W2357429841"],"abstract_inverted_index":{"To":[0,39],"cope":[1],"with":[2],"the":[3,22,57,79,84,109],"growing":[4],"demand":[5],"for":[6,52,97,114,145,155],"wireless":[7],"data":[8],"and":[9,37,43,65,101,127,135,142,173,191,217],"to":[10,27,117],"extend":[11],"service":[12],"coverage,":[13],"future":[14,146,218],"fifth-generation":[15],"(5G)":[16],"networks":[17],"will":[18],"increasingly":[19],"rely":[20],"on":[21],"use":[23],"of":[24,35,86,94,121,138,180],"low-power":[25],"nodes":[26,58],"support":[28],"massive":[29],"connectivity":[30],"in":[31,54,187,193,212],"a":[32,62,188,194],"diverse":[33],"set":[34],"applications":[36],"services.":[38],"this":[40,213],"end,":[41],"virtualized":[42],"mass-scale":[44],"cloud":[45,70,80],"architectures":[46],"are":[47,59,107,215,221],"proposed":[48,154],"as":[49,169,171],"promising":[50],"technologies":[51,81],"5G":[53,115,147],"which":[55],"all":[56],"connected":[60],"via":[61],"backhaul":[63],"network":[64,102,128,143],"managed":[66],"centrally":[67],"by":[68,78,92],"such":[69],"centers.":[71],"The":[72,104],"significant":[73],"computing":[74],"power":[75,163],"made":[76],"available":[77],"has":[82],"enabled":[83],"implementation":[85],"sophisticated":[87],"signal":[88,111],"processing":[89,112],"algorithms,":[90],"especially":[91],"way":[93,190],"parallel":[95,195],"processing,":[96],"both":[98],"interference":[99,140],"management":[100,141],"provision.":[103],"latter":[105],"two":[106],"among":[108],"major":[110],"tasks":[113,183],"due":[116],"an":[118,198],"increased":[119],"level":[120],"frequency":[122],"sharing,":[123],"node":[124],"density,":[125],"interference,":[126],"congestion.":[129],"This":[130],"article":[131],"outlines":[132],"several":[133],"theoretical":[134],"practical":[136],"aspects":[137],"joint":[139,156],"provisioning":[144],"networks.":[148],"A":[149],"cross-layer":[150,182],"optimization":[151],"framework":[152,201],"is":[153],"user":[157,165],"admission,":[158],"user-base":[159],"station":[160],"(BS)":[161],"association,":[162],"control,":[164],"grouping,":[166],"transceiver":[167],"design,":[168],"well":[170],"routing":[172],"flow":[174],"control.":[175],"We":[176],"show":[177],"that":[178],"many":[179],"these":[181],"can":[184],"be":[185],"treated":[186],"unified":[189],"implemented":[192],"manner":[196],"using":[197],"efficient":[199],"algorithmic":[200],"called":[202],"weighted":[203],"minimum":[204],"mean":[205],"squared":[206],"error":[207],"(WMMSE).":[208],"Some":[209],"recent":[210],"developments":[211],"area":[214],"highlighted":[216],"research":[219],"directions":[220],"identified.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}