{"id":"https://openalex.org/W4376480928","doi":"https://doi.org/10.1109/wcnc55385.2023.10118945","title":"Uplink Scheduling for MIMO-OFDMA Systems with Rate Constraints by Deep Learning","display_name":"Uplink Scheduling for MIMO-OFDMA Systems with Rate Constraints by Deep Learning","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4376480928","doi":"https://doi.org/10.1109/wcnc55385.2023.10118945"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc55385.2023.10118945","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc55385.2023.10118945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101609903","display_name":"Jiaqi Feng","orcid":"https://orcid.org/0009-0005-4185-3856"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Feng","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China,100191"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China,100191","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040178565","display_name":"Shengqian Han","orcid":"https://orcid.org/0000-0002-2085-3292"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengqian Han","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China,100191"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China,100191","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101979347","display_name":"Hanlin Chen","orcid":"https://orcid.org/0009-0001-8750-7001"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanlin Chen","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China,100191"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China,100191","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082950698","display_name":"Chenyang Yang","orcid":"https://orcid.org/0000-0003-0058-0765"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Yang","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China,100191"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China,100191","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9998999834060669,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9991000294685364,"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":0.7438052892684937},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7105433940887451},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.6837138533592224},{"id":"https://openalex.org/keywords/frequency-division-multiple-access","display_name":"Frequency-division multiple access","score":0.5988360047340393},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiple-access","display_name":"Orthogonal frequency-division multiple access","score":0.5896192193031311},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.5757659673690796},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4990396499633789},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.49528804421424866},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.48603111505508423},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.47038733959198},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.44203755259513855},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35703930258750916},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2525339722633362},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.127277672290802},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.08322817087173462}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7438052892684937},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7105433940887451},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.6837138533592224},{"id":"https://openalex.org/C2776208322","wikidata":"https://www.wikidata.org/wiki/Q844071","display_name":"Frequency-division multiple access","level":4,"score":0.5988360047340393},{"id":"https://openalex.org/C2775907427","wikidata":"https://www.wikidata.org/wiki/Q2697649","display_name":"Orthogonal frequency-division multiple access","level":4,"score":0.5896192193031311},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.5757659673690796},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4990396499633789},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.49528804421424866},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.48603111505508423},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.47038733959198},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.44203755259513855},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35703930258750916},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2525339722633362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.127277672290802},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.08322817087173462},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc55385.2023.10118945","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc55385.2023.10118945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2072492565","https://openalex.org/W2130805321","https://openalex.org/W2137194757","https://openalex.org/W2885828982","https://openalex.org/W2921224230","https://openalex.org/W2991155877","https://openalex.org/W2991856612","https://openalex.org/W3129167480","https://openalex.org/W3156717033","https://openalex.org/W3161145378","https://openalex.org/W3176252472","https://openalex.org/W3189854358","https://openalex.org/W4221147086","https://openalex.org/W4302591925","https://openalex.org/W6631190155","https://openalex.org/W6790527200"],"related_works":["https://openalex.org/W2025189274","https://openalex.org/W2092365485","https://openalex.org/W1585503616","https://openalex.org/W1543564974","https://openalex.org/W2184166483","https://openalex.org/W2004574319","https://openalex.org/W2397293317","https://openalex.org/W2060870071","https://openalex.org/W2224554958","https://openalex.org/W1591771139"],"abstract_inverted_index":{"This":[0,31],"paper":[1],"studies":[2],"the":[3,19,48,55,82,85,91,100,110,119,129,134,140,144],"uplink":[4],"scheduling":[5,63,107,111,121,131,149],"for":[6],"multiinput":[7],"multi-output":[8],"orthogonal":[9],"frequency":[10],"division":[11],"multiple":[12],"access":[13],"(MIMO-OFDMA)":[14],"systems,":[15],"aimed":[16],"at":[17,99],"minimizing":[18],"number":[20],"of":[21,84,88,143],"occupied":[22],"resource":[23],"blocks":[24],"(RBs)":[25],"subject":[26],"to":[27,44,47,80,117,133],"per-user":[28],"rate":[29,86],"constraints.":[30],"is":[32,41,113],"a":[33,59,125],"combinatorial":[34],"optimization":[35],"problem,":[36],"whose":[37],"global":[38],"optimal":[39,120,135],"solution":[40],"generally":[42],"difficult":[43],"find":[45],"due":[46],"prohibitively":[49],"large":[50],"search":[51],"space.":[52],"To":[53],"tackle":[54],"difficulty,":[56],"we":[57],"propose":[58],"deep":[60,67],"learning":[61],"based":[62],"method,":[64],"where":[65],"two":[66],"neural":[68],"networks":[69],"(DNNs),":[70],"namely":[71],"FeaNet":[72,78],"and":[73,95],"SchNet,":[74],"are":[75],"designed,":[76],"respectively.":[77],"aims":[79,116],"judge":[81],"feasibility":[83],"requirements":[87],"users":[89],"given":[90],"maximal":[92],"transmit":[93],"power":[94],"RB":[96],"resources,":[97],"while":[98],"same":[101],"time":[102],"learn":[103,118],"an":[104],"initial":[105,130],"feasible":[106],"decision":[108,122,132],"if":[109],"problem":[112],"feasible.":[114],"SchNet":[115],"by":[123],"finding":[124],"path":[126],"direction":[127],"from":[128],"decision.":[136],"Simulation":[137],"results":[138],"demonstrate":[139],"performance":[141],"gain":[142],"proposed":[145],"method":[146],"over":[147],"baseline":[148],"methods.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}