{"id":"https://openalex.org/W4400877932","doi":"https://doi.org/10.1109/jsac.2024.3431523","title":"Accelerating Quadratic Transform and WMMSE","display_name":"Accelerating Quadratic Transform and WMMSE","publication_year":2024,"publication_date":"2024-07-22","ids":{"openalex":"https://openalex.org/W4400877932","doi":"https://doi.org/10.1109/jsac.2024.3431523"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2024.3431523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2024.3431523","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.scopus.com/pages/publications/85199414897","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022905256","display_name":"Kaiming Shen","orcid":"https://orcid.org/0000-0003-0680-7975"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaiming Shen","raw_affiliation_strings":["School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074721617","display_name":"Ziping Zhao","orcid":"https://orcid.org/0000-0002-8668-6263"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziping Zhao","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006977467","display_name":"Yannan Chen","orcid":"https://orcid.org/0000-0002-2831-6475"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yannan Chen","raw_affiliation_strings":["School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115599377","display_name":"Zepeng Zhang","orcid":"https://orcid.org/0000-0002-5994-5848"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","CN"],"is_corresponding":false,"raw_author_name":"Zepeng Zhang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Laboratory of Intelligent Maintenance and Operation Systems, Swiss Federal Institute of Technology Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Laboratory of Intelligent Maintenance and Operation Systems, Swiss Federal Institute of Technology Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081375588","display_name":"Hei Victor Cheng","orcid":"https://orcid.org/0000-0001-8432-3779"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Hei Victor Cheng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aarhus University, Aarhus, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022905256"],"corresponding_institution_ids":["https://openalex.org/I4210116924"],"apc_list":null,"apc_paid":null,"fwci":5.0704,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96233347,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"42","issue":"11","first_page":"3110","last_page":"3124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10739","display_name":"Electromagnetic Scattering and Analysis","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10739","display_name":"Electromagnetic Scattering and Analysis","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10792","display_name":"Matrix Theory and Algorithms","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7888425588607788},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.46991387009620667},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3582988977432251},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35508185625076294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12974786758422852}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7888425588607788},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.46991387009620667},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3582988977432251},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35508185625076294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12974786758422852},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jsac.2024.3431523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2024.3431523","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/d106920f-f874-44fb-808f-c378fdac63cd","is_oa":true,"landing_page_url":"https://www.scopus.com/pages/publications/85199414897","pdf_url":null,"source":{"id":"https://openalex.org/S4306400063","display_name":"Scopus (Elsevier)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shen, K, Zhao, Z, Chen, Y, Zhang, Z & Cheng, H V 2024, 'Accelerating Quadratic Transform and WMMSE', IEEE Journal on Selected Areas in Communications, vol. 42, no. 11, pp. 3110-3124. https://doi.org/10.1109/JSAC.2024.3431523","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/d106920f-f874-44fb-808f-c378fdac63cd","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/d106920f-f874-44fb-808f-c378fdac63cd","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shen, K, Zhao, Z, Chen, Y, Zhang, Z & Cheng, H V 2024, 'Accelerating Quadratic Transform and WMMSE', IEEE Journal on Selected Areas in Communications, vol. 42, no. 11, pp. 3110-3124. https://doi.org/10.1109/JSAC.2024.3431523","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/d106920f-f874-44fb-808f-c378fdac63cd","is_oa":true,"landing_page_url":"https://www.scopus.com/pages/publications/85199414897","pdf_url":null,"source":{"id":"https://openalex.org/S4306400063","display_name":"Scopus (Elsevier)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shen, K, Zhao, Z, Chen, Y, Zhang, Z & Cheng, H V 2024, 'Accelerating Quadratic Transform and WMMSE', IEEE Journal on Selected Areas in Communications, vol. 42, no. 11, pp. 3110-3124. https://doi.org/10.1109/JSAC.2024.3431523","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5041088774","display_name":null,"funder_award_id":"92167202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6799701053","display_name":null,"funder_award_id":"AUFF 39001","funder_id":"https://openalex.org/F4320321446","funder_display_name":"Aarhus Universitets Forskningsfond"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321446","display_name":"Aarhus Universitets Forskningsfond","ror":"https://ror.org/01aj84f44"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W36747366","https://openalex.org/W1495367673","https://openalex.org/W1505348331","https://openalex.org/W1507300232","https://openalex.org/W1556949287","https://openalex.org/W1967956032","https://openalex.org/W1970830346","https://openalex.org/W1988720110","https://openalex.org/W2014833368","https://openalex.org/W2030427207","https://openalex.org/W2050968963","https://openalex.org/W2067145564","https://openalex.org/W2072599023","https://openalex.org/W2075978622","https://openalex.org/W2090869342","https://openalex.org/W2094129854","https://openalex.org/W2156577211","https://openalex.org/W2163762663","https://openalex.org/W2496350169","https://openalex.org/W2508393166","https://openalex.org/W2788350651","https://openalex.org/W2788428941","https://openalex.org/W2809430501","https://openalex.org/W2901838001","https://openalex.org/W2974586822","https://openalex.org/W2979600268","https://openalex.org/W4253679144","https://openalex.org/W4293229790","https://openalex.org/W4322576544","https://openalex.org/W4361867455","https://openalex.org/W4372267011","https://openalex.org/W4375869295","https://openalex.org/W4378697024","https://openalex.org/W4387587786","https://openalex.org/W4388555588","https://openalex.org/W4390204221","https://openalex.org/W4401567372","https://openalex.org/W6858129918"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Fractional":[0],"programming":[1],"(FP)":[2],"arises":[3],"in":[4,15],"various":[5],"communications":[6,172],"and":[7,28,132,171,174],"signal":[8],"processing":[9],"problems":[10,47],"because":[11],"several":[12],"key":[13],"quantities":[14],"these":[16],"fields":[17],"are":[18,56],"fractionally":[19],"structured,":[20],"e.g.,":[21],"the":[22,25,29,38,45,53,63,68,75,80,84,93,104,119,129,133,139,143,153,156,160],"Cram\u00e9r-Rao":[23],"bound,":[24],"Fisher":[26],"information,":[27],"signal-to-interference-plus-noise":[30],"ratio":[31],"(SINR).":[32],"A":[33],"recently":[34],"proposed":[35],"method":[36],"called":[37],"quadratic":[39,64,85,106,130,144,162],"transform":[40,65,86,107,131,145,163],"has":[41],"been":[42],"applied":[43],"to":[44,146],"FP":[46],"extensively.":[48],"The":[49],"main":[50],"contributions":[51],"of":[52,70,112,159],"present":[54],"paper":[55,154],"two-fold.":[57],"First,":[58],"we":[59,102,123],"investigate":[60],"how":[61],"fast":[62],"converges.":[66],"To":[67],"best":[69],"our":[71],"knowledge,":[72],"this":[73],"is":[74],"first":[76],"work":[77],"that":[78],"analyzes":[79],"convergence":[81],"rate":[82],"for":[83],"as":[87,89],"well":[88],"its":[90],"special":[91],"case":[92],"weighted":[94],"minimum":[95],"mean":[96],"square":[97],"error":[98],"(WMMSE)":[99],"algorithm.":[100],"Second,":[101],"accelerate":[103],"existing":[105],"via":[108],"a":[109,125],"novel":[110],"use":[111,158],"Nesterov\u2019s":[113],"extrapolation":[114,141],"scheme.":[115],"Specifically,":[116],"by":[117],"generalizing":[118],"minorization-maximization":[120],"(MM)":[121],"approach,":[122],"establish":[124],"subtle":[126],"connection":[127],"between":[128],"gradient":[134,140],"projection,":[135],"thereby":[136],"further":[137],"incorporating":[138],"into":[142],"make":[147],"it":[148],"converge":[149],"more":[150],"rapidly.":[151],"Moreover,":[152],"showcases":[155],"practical":[157],"accelerated":[161],"with":[164],"two":[165],"frontier":[166],"wireless":[167],"applications:":[168],"integrated":[169],"sensing":[170],"(ISAC)":[173],"massive":[175],"multiple-input":[176],"multiple-output":[177],"(MIMO).":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
