{"id":"https://openalex.org/W4402156671","doi":"https://doi.org/10.1109/icc51166.2024.10622472","title":"Double Splitting Model and Generalized Moment Passing Method for Network Capacity Computation","display_name":"Double Splitting Model and Generalized Moment Passing Method for Network Capacity Computation","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402156671","doi":"https://doi.org/10.1109/icc51166.2024.10622472"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622472","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-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":null,"display_name":"Han Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Hao","raw_affiliation_strings":["Tsinghua University,Department of Mathematical Sciences,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Mathematical Sciences,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038480650","display_name":"Boxiang Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boxiang Ren","raw_affiliation_strings":["Tsinghua University,Department of Mathematical Sciences,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Mathematical Sciences,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058759214","display_name":"Chaowen Deng","orcid":"https://orcid.org/0000-0001-7247-6540"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaowen Deng","raw_affiliation_strings":["Tsinghua University,Department of Mathematical Sciences,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Mathematical Sciences,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011894634","display_name":"Junyuan Wang","orcid":"https://orcid.org/0000-0002-1838-8336"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyuan Wang","raw_affiliation_strings":["Tongji University,College of Electronic and Information Engineering,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University,College of Electronic and Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054480451","display_name":"Hao Wu","orcid":"https://orcid.org/0000-0001-5751-7885"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wu","raw_affiliation_strings":["Tsinghua University,Department of Mathematical Sciences,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Mathematical Sciences,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11164685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":null,"first_page":"5287","last_page":"5292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9988999962806702,"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":0.9988999962806702,"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/T11716","display_name":"Random Matrices and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9926000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7087481021881104},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.6302567720413208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6300591826438904},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24068868160247803},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20440885424613953},{"id":"https://openalex.org/keywords/classical-mechanics","display_name":"Classical mechanics","score":0.07433667778968811}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7087481021881104},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.6302567720413208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6300591826438904},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24068868160247803},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20440885424613953},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.07433667778968811}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622472","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1922868627","display_name":null,"funder_award_id":"12271289,62371344,62001330","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1580589996","https://openalex.org/W1586554030","https://openalex.org/W1974552031","https://openalex.org/W1995875735","https://openalex.org/W1997834106","https://openalex.org/W2060581589","https://openalex.org/W2096127572","https://openalex.org/W2106553657","https://openalex.org/W2143576003","https://openalex.org/W2144497295","https://openalex.org/W2150593711","https://openalex.org/W2159601979","https://openalex.org/W2744331595","https://openalex.org/W3170696860","https://openalex.org/W4225755455","https://openalex.org/W4226150945","https://openalex.org/W4253695550","https://openalex.org/W4301171817","https://openalex.org/W4315473087","https://openalex.org/W4315630346","https://openalex.org/W4317419023","https://openalex.org/W6608402534"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W2101259467"],"abstract_inverted_index":{"Determining":[0],"the":[1,18,45,52,59,73,86,98,105,111,117,123,129,138,143,148,152,167],"network":[2],"capacity,":[3],"which":[4,80],"is":[5,13],"a":[6,28,67],"crucial":[7],"performance":[8],"metric":[9],"of":[10,30,42,54,79,107,113,151,154,172],"wireless":[11],"systems,":[12],"becoming":[14],"increasingly":[15],"important":[16],"with":[17],"growing":[19],"need":[20],"for":[21],"future":[22],"ultra-dense":[23],"networks.":[24],"There":[25],"have":[26,94],"been":[27],"multitude":[29],"works":[31],"applying":[32],"random":[33],"matrix":[34],"theory":[35],"(RMT)":[36],"to":[37,71,103,121,133],"capacity":[38,74,114],"analysis.":[39],"However,":[40],"most":[41],"them":[43],"approximate":[44],"interference":[46],"as":[47],"noise":[48],"and":[49,56,92,115,136,162,170],"rely":[50],"on":[51,97],"selection":[53,140],"hyper-parameters,":[55],"thus":[57,93],"impairs":[58,142],"accuracy.":[60,100,163],"In":[61],"this":[62],"paper,":[63],"we":[64,127],"first":[65],"propose":[66],"double":[68],"splitting":[69],"model":[70],"decompose":[72],"into":[75],"four":[76],"parts,":[77,126],"two":[78,88],"can":[81],"be":[82],"analytically":[83],"calculated,":[84],"while":[85],"other":[87],"are":[89],"significantly":[90],"smaller":[91,125],"minimal":[95],"impact":[96],"overall":[99],"This":[101],"helps":[102],"avoid":[104,137],"approximations":[106],"previous":[108],"methods,":[109],"simplifying":[110],"calculation":[112],"improving":[116],"numerical":[118],"stability.":[119],"Second,":[120],"compute":[122],"aforementioned":[124],"generalize":[128],"moment":[130],"passing":[131],"method":[132],"more":[134],"scenarios,":[135],"hyper-parameter":[139],"that":[141],"robustness.":[144],"We":[145],"also":[146],"derive":[147],"recursive":[149],"expressions":[150],"moments":[153],"any":[155],"order,":[156],"enabling":[157],"flexible":[158],"trade-offs":[159],"between":[160],"efficiency":[161,169],"Numerical":[164],"experiments":[165],"demonstrate":[166],"high":[168],"accuracy":[171],"our":[173],"methods.":[174]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}