{"id":"https://openalex.org/W3045559551","doi":"https://doi.org/10.1109/icc40277.2020.9148711","title":"Machine Learning-based Inter-Beam Inter-Cell Interference Mitigation in mmWave","display_name":"Machine Learning-based Inter-Beam Inter-Cell Interference Mitigation in mmWave","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045559551","doi":"https://doi.org/10.1109/icc40277.2020.9148711","mag":"3045559551"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9148711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9148711","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":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2103.05061","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Medhat Elsayed","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Medhat Elsayed","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kevin Shimotakahara","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kevin Shimotakahara","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":null,"display_name":"Melike Erol-Kantarci","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Melike Erol-Kantarci","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":1.4519,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.82014074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9991000294685364,"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/beamforming","display_name":"Beamforming","score":0.73089998960495},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6887000203132629},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.552299976348877},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5444999933242798},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5411999821662903},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.5382999777793884},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5184000134468079},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5005999803543091}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.73089998960495},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6887000203132629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6646000146865845},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.552299976348877},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5444999933242798},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5411999821662903},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.5382999777793884},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5184000134468079},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5005999803543091},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4571000039577484},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.42089998722076416},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4065000116825104},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.4050999879837036},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3691999912261963},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.30489999055862427},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.289900004863739},{"id":"https://openalex.org/C134579502","wikidata":"https://www.wikidata.org/wiki/Q1455619","display_name":"Frequency allocation","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.28110000491142273},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.2694000005722046},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26840001344680786},{"id":"https://openalex.org/C85884896","wikidata":"https://www.wikidata.org/wiki/Q7574075","display_name":"Spatial multiplexing","level":4,"score":0.2648000121116638},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.25929999351501465}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc40277.2020.9148711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9148711","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"},{"id":"pmh:oai:arXiv.org:2103.05061","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.05061","pdf_url":"https://arxiv.org/pdf/2103.05061","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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2103.05061","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.05061","pdf_url":"https://arxiv.org/pdf/2103.05061","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2018348074","https://openalex.org/W2027637048","https://openalex.org/W2148622067","https://openalex.org/W2528407593","https://openalex.org/W2557151866","https://openalex.org/W2570805543","https://openalex.org/W2892078410","https://openalex.org/W2901033541","https://openalex.org/W2957131523","https://openalex.org/W2961380111","https://openalex.org/W2963568889","https://openalex.org/W2989734355","https://openalex.org/W6761002592","https://openalex.org/W6766301038","https://openalex.org/W6766721385"],"related_works":[],"abstract_inverted_index":{"In":[0,45,102],"this":[1,103],"paper,":[2,104],"we":[3,105],"address":[4],"inter-beam":[5,73,89,123],"inter-cell":[6,74,100],"interference":[7,77],"mitigation":[8],"in":[9,29,61,162],"5G":[10,108],"networks":[11],"that":[12,144],"employ":[13],"millimetre-wave":[14],"(mmWave),":[15],"beamforming":[16],"and":[17,33,42,88,111,122,169],"non-orthogonal":[18],"multiple":[19,51],"access":[20],"(NOMA)":[21],"techniques.":[22],"Those":[23],"techniques":[24],"play":[25],"a":[26,94,107,113,140,155],"key":[27],"role":[28],"improving":[30],"network":[31,110],"capacity":[32],"spectral":[34],"efficiency":[35],"by":[36,81],"multiplexing":[37],"users":[38],"on":[39],"both":[40],"spatial":[41],"power":[43,90,124,142,147],"domains.":[44],"addition,":[46],"the":[47,65,128,132,167],"coverage":[48,68],"area":[49],"of":[50,67,131,158],"beams":[52,79,149],"from":[53],"different":[54],"cells":[55],"can":[56],"intersect,":[57],"allowing":[58],"more":[59],"flexibility":[60],"user-cell":[62,86,120],"association.":[63],"However,":[64],"intersection":[66],"areas":[69],"also":[70],"implies":[71],"increased":[72],"interference,":[75],"i.e.":[76],"among":[78,148],"formed":[80],"nearby":[82],"cells.":[83],"Therefore,":[84],"joint":[85,119],"association":[87,121],"allocation":[91,125,143],"stand":[92],"as":[93],"promising":[95],"solution":[96],"to":[97,117,126,139,166],"mitigate":[98],"inter-beam,":[99],"interference.":[101],"consider":[106],"mmWave":[109],"propose":[112],"reinforcement":[114],"learning":[115],"algorithm":[116,136],"perform":[118],"maximize":[127],"sum":[129],"rate":[130],"network.":[133],"The":[134],"proposed":[135],"is":[137],"compared":[138],"uniform":[141],"equally":[145],"divides":[146],"per":[150],"cell.":[151],"Simulation":[152],"results":[153],"present":[154],"performance":[156],"enhancement":[157],"13":[159],"-":[160],"30%":[161],"network's":[163],"sum-rate":[164],"corresponding":[165],"lowest":[168],"highest":[170],"traffic":[171],"loads,":[172],"respectively.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2020-08-03T00:00:00"}
