{"id":"https://openalex.org/W3045860124","doi":"https://doi.org/10.1109/icc40277.2020.9148883","title":"Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios","display_name":"Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045860124","doi":"https://doi.org/10.1109/icc40277.2020.9148883","mag":"3045860124"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9148883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9148883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","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/A5017418226","display_name":"Cristian Tatino","orcid":"https://orcid.org/0000-0002-0011-0803"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Cristian Tatino","raw_affiliation_strings":["Department of Science and Technology, Link\u00a8oping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Link\u00a8oping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084740578","display_name":"\u039d\u03b9\u03ba\u03cc\u03bb\u03b1\u03bf\u03c2 \u03a0\u03b1\u03c0\u03c0\u03ac\u03c2","orcid":"https://orcid.org/0000-0003-4416-7702"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Nikolaos Pappas","raw_affiliation_strings":["Department of Science and Technology, Link\u00a8oping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Link\u00a8oping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038770806","display_name":"Ilaria Malanchini","orcid":"https://orcid.org/0000-0003-4509-1420"},"institutions":[{"id":"https://openalex.org/I4210159457","display_name":"Nokia (Germany)","ror":"https://ror.org/05nh5td39","country_code":"DE","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210159457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ilaria Malanchini","raw_affiliation_strings":["Nokia Bell Labs, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Stuttgart, Germany","institution_ids":["https://openalex.org/I4210159457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056416453","display_name":"Lutz Ewe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159457","display_name":"Nokia (Germany)","ror":"https://ror.org/05nh5td39","country_code":"DE","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210159457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lutz Ewe","raw_affiliation_strings":["Nokia Bell Labs, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Stuttgart, Germany","institution_ids":["https://openalex.org/I4210159457"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100657042","display_name":"Di Yuan","orcid":"https://orcid.org/0000-0002-6101-3476"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Di Yuan","raw_affiliation_strings":["Department of Science and Technology, Link\u00a8oping University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Link\u00a8oping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9990000128746033,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9957000017166138,"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":0.8024585247039795},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6413403153419495},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6394412517547607},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.5971472859382629},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.537071704864502},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5006184577941895},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.45356202125549316},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.45038795471191406},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.09679090976715088},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0891275405883789}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8024585247039795},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6413403153419495},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6394412517547607},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.5971472859382629},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.537071704864502},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5006184577941895},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.45356202125549316},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.45038795471191406},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.09679090976715088},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0891275405883789},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc40277.2020.9148883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9148883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1991056455","https://openalex.org/W2101234009","https://openalex.org/W2587051564","https://openalex.org/W2615358882","https://openalex.org/W2739778833","https://openalex.org/W2740397775","https://openalex.org/W2782952845","https://openalex.org/W2796047239","https://openalex.org/W2807988167","https://openalex.org/W2898434483","https://openalex.org/W2955364146","https://openalex.org/W2962725695","https://openalex.org/W2963408914","https://openalex.org/W2963648888","https://openalex.org/W3105281589","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W4256551238","https://openalex.org/W2552656578","https://openalex.org/W2613651632","https://openalex.org/W4391129181","https://openalex.org/W2545824446"],"abstract_inverted_index":{"Multi-connectivity":[0],"is":[1,82],"emerging":[2],"as":[3],"a":[4,78],"promising":[5],"solution":[6,80,129],"to":[7,20,58,65,84,88,94],"provide":[8],"reliable":[9],"communications":[10],"and":[11,42,51,61,86,114,133],"seamless":[12],"connectivity":[13,28],"for":[14],"the":[15,21,35,90,106,115,127,131,135],"millimeter-wave":[16],"frequency":[17],"range.":[18],"Due":[19],"blockage":[22],"sensitivity":[23],"at":[24],"such":[25],"high":[26,59],"frequencies,":[27],"with":[29,109],"multiple":[30],"cells":[31],"can":[32,55],"drastically":[33],"increase":[34],"network":[36],"performance":[37],"in":[38],"terms":[39],"of":[40,53,69],"throughput":[41],"reliability.":[43],"However,":[44],"an":[45],"inefficient":[46],"link":[47,92,117],"scheduling,":[48],"i.e.,":[49],"over":[50],"under-provisioning":[52],"connections,":[54],"lead":[56],"either":[57],"interference":[60],"energy":[62],"consumption":[63],"or":[64],"unsatisfied":[66],"user's":[67],"quality":[68],"service":[70],"(QoS)":[71],"requirements.":[72],"In":[73],"this":[74],"work,":[75],"we":[76,104],"present":[77],"learning-based":[79,128],"that":[81,119,126],"able":[83],"learn":[85],"then":[87],"predict":[89],"optimal":[91],"scheduling":[93,118],"satisfy":[95],"users'":[96],"QoS":[97],"requirements":[98],"while":[99],"avoiding":[100],"communication":[101],"interruptions.":[102],"Moreover,":[103],"compare":[105],"proposed":[107],"approach":[108],"two":[110],"base":[111,136],"line":[112,137],"methods":[113],"genie-aided":[116],"assumes":[120],"perfect":[121],"channel":[122],"knowledge.":[123],"We":[124],"show":[125],"approaches":[130],"optimum":[132],"outperforms":[134],"methods.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
