{"id":"https://openalex.org/W1874281995","doi":"https://doi.org/10.1109/tsp.2015.2443731","title":"Large-Scale Convex Optimization for Dense Wireless Cooperative Networks","display_name":"Large-Scale Convex Optimization for Dense Wireless Cooperative Networks","publication_year":2015,"publication_date":"2015-06-10","ids":{"openalex":"https://openalex.org/W1874281995","doi":"https://doi.org/10.1109/tsp.2015.2443731","mag":"1874281995"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2015.2443731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.2443731","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Transactions on Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1506.00749","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022499594","display_name":"Yuanming Shi","orcid":"https://orcid.org/0000-0002-1418-7465"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yuanming Shi","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology","Department of Electronic & Computer Engineering, Hong Kong University of Science and, Technology"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Electronic & Computer Engineering, Hong Kong University of Science and, Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433167","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0002-5222-1898"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology","Department of Electronic & Computer Engineering, Hong Kong University of Science and, Technology"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Electronic & Computer Engineering, Hong Kong University of Science and, Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027179922","display_name":"Brendan O\u2019Donoghue","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brendan O'Donoghue","raw_affiliation_strings":["Stanford University, Stanford, CA, US","Electrical Engineering Department Stanford University Stanford CA USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, US","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Electrical Engineering Department Stanford University Stanford CA USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079052203","display_name":"Khaled B. Letaief","orcid":"https://orcid.org/0000-0003-2519-6401"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Khaled B. Letaief","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology","Department of Electronic & Computer Engineering, Hong Kong University of Science and, Technology"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Electronic & Computer Engineering, Hong Kong University of Science and, Technology","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022499594"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":12.8289,"has_fulltext":false,"cited_by_count":130,"citation_normalized_percentile":{"value":0.989834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"63","issue":"18","first_page":"4729","last_page":"4743"},"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":0.9997000098228455,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9993000030517578,"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":0.7008744478225708},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.6484126448631287},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6227810978889465},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5750791430473328},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5273053646087646},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.48450538516044617},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.44064319133758545},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4092768430709839},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25519701838493347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18567726016044617},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.1585625410079956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09148898720741272}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7008744478225708},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.6484126448631287},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6227810978889465},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5750791430473328},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5273053646087646},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.48450538516044617},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.44064319133758545},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4092768430709839},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25519701838493347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18567726016044617},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.1585625410079956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09148898720741272},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tsp.2015.2443731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.2443731","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Transactions on Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1506.00749","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1506.00749","pdf_url":"https://arxiv.org/pdf/1506.00749","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.707.8090","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.707.8090","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bodonoghue.org/publications/wireless.pdf","raw_type":"text"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-72217","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-72217","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1506.00749","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1506.00749","pdf_url":"https://arxiv.org/pdf/1506.00749","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W40319279","https://openalex.org/W1520511539","https://openalex.org/W1528128756","https://openalex.org/W1530724886","https://openalex.org/W1596877211","https://openalex.org/W1632601927","https://openalex.org/W1928152501","https://openalex.org/W1967073510","https://openalex.org/W1975243734","https://openalex.org/W1996215314","https://openalex.org/W1999913571","https://openalex.org/W2018008632","https://openalex.org/W2022004439","https://openalex.org/W2022800466","https://openalex.org/W2027266580","https://openalex.org/W2027650277","https://openalex.org/W2066409766","https://openalex.org/W2072599023","https://openalex.org/W2075998338","https://openalex.org/W2076261573","https://openalex.org/W2093529653","https://openalex.org/W2101986122","https://openalex.org/W2105147943","https://openalex.org/W2108662631","https://openalex.org/W2109005286","https://openalex.org/W2109800347","https://openalex.org/W2110838621","https://openalex.org/W2113642685","https://openalex.org/W2117402460","https://openalex.org/W2123553797","https://openalex.org/W2128513990","https://openalex.org/W2128662532","https://openalex.org/W2129516068","https://openalex.org/W2131350052","https://openalex.org/W2131750568","https://openalex.org/W2132485616","https://openalex.org/W2143927285","https://openalex.org/W2145486800","https://openalex.org/W2164278908","https://openalex.org/W2164536085","https://openalex.org/W2256970999","https://openalex.org/W2288174618","https://openalex.org/W2296319761","https://openalex.org/W2536620281","https://openalex.org/W2546205194","https://openalex.org/W2913535645","https://openalex.org/W2949979136","https://openalex.org/W2951788710","https://openalex.org/W2962719995","https://openalex.org/W2962881587","https://openalex.org/W3106282754","https://openalex.org/W4244393449","https://openalex.org/W4250589301","https://openalex.org/W4289857278","https://openalex.org/W4292363360","https://openalex.org/W4297825594","https://openalex.org/W4298090677","https://openalex.org/W6631666750","https://openalex.org/W6631678106","https://openalex.org/W6679248785","https://openalex.org/W6728664312"],"related_works":["https://openalex.org/W2033433656","https://openalex.org/W2756132392","https://openalex.org/W3035814349","https://openalex.org/W4285101096","https://openalex.org/W2518949622","https://openalex.org/W4382725876","https://openalex.org/W2084892497","https://openalex.org/W2115614142","https://openalex.org/W4320477335","https://openalex.org/W1561889708"],"abstract_inverted_index":{"Convex":[0],"optimization":[1,35,73],"is":[2,19,98,149,181],"a":[3,39,44,48,65,101,205],"powerful":[4],"tool":[5],"for":[6,75],"resource":[7],"allocation":[8],"and":[9,57,85,127,145,217,229],"signal":[10],"processing":[11],"in":[12,24,106,199],"wireless":[13,77],"networks.":[14],"As":[15],"the":[16,28,90,93,107,118,132,136,153,158,162,166,169,174,185,214,220,225],"network":[17],"density":[18],"expected":[20],"to":[21,26,69,116,131,183],"drastically":[22],"increase":[23],"order":[25],"accommodate":[27],"exponentially":[29],"growing":[30],"mobile":[31],"data":[32],"traffic,":[33],"performance":[34],"problems":[36,74,198],"are":[37],"entering":[38],"new":[40],"era":[41],"characterized":[42],"by":[43,151],"high":[45],"dimension":[46],"and/or":[47],"large":[49],"number":[50],"of":[51,135,141,157,161,178,208,219],"constraints,":[52],"which":[53,80,113],"poses":[54],"significant":[55],"design":[56],"computational":[58],"challenges.":[59],"In":[60,89,165],"this":[61],"paper,":[62],"we":[63],"present":[64],"novel":[66],"two-stage":[67],"approach":[68],"solve":[70,184,196],"large-scale":[71,95,186,197],"convex":[72,96],"dense":[76],"cooperative":[78],"networks,":[79],"can":[81,195],"effectively":[82],"detect":[83],"infeasibility":[84,143],"enjoy":[86],"modeling":[87,227],"flexibility.":[88],"proposed":[91,221],"approach,":[92],"original":[94],"problem":[97,119],"transformed":[99],"into":[100],"standard":[102,137,163],"cone":[103],"programming":[104],"form":[105],"first":[108],"stage":[109],"via":[110],"matrix":[111],"stuffing,":[112],"only":[114],"needs":[115],"copy":[117],"parameters":[120],"such":[121],"as":[122],"channel":[123],"state":[124],"information":[125],"(CSI)":[126],"quality-of-service":[128],"(QoS)":[129],"requirements":[130],"prestored":[133],"structure":[134],"form.":[138,164],"The":[139],"capability":[140],"yielding":[142],"certificates":[144],"enabling":[146],"parallel":[147,200],"computing":[148],"achieved":[150],"solving":[152,167],"homogeneous":[154,187],"self-dual":[155,188],"embedding":[156],"primal-dual":[159],"pair":[160],"stage,":[168],"operator":[170],"splitting":[171],"method,":[172],"namely,":[173],"alternating":[175],"direction":[176],"method":[177],"multipliers":[179],"(ADMM),":[180],"adopted":[182],"embedding.":[189],"Compared":[190],"with":[191,201,224],"second-order":[192],"methods,":[193],"ADMM":[194],"modest":[202],"accuracy":[203],"within":[204],"reasonable":[206],"amount":[207],"time.":[209],"Simulation":[210],"results":[211],"will":[212],"demonstrate":[213],"speedup,":[215],"scalability,":[216],"reliability":[218],"framework":[222],"compared":[223],"state-of-the-art":[226],"frameworks":[228],"solvers.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":21},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}