{"id":"https://openalex.org/W3200210948","doi":"https://doi.org/10.1109/mlsp52302.2021.9596275","title":"Learning-Based UE Classification in Millimeter-Wave Cellular Systems with Mobility","display_name":"Learning-Based UE Classification in Millimeter-Wave Cellular Systems with Mobility","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W3200210948","doi":"https://doi.org/10.1109/mlsp52302.2021.9596275","mag":"3200210948"},"language":"en","primary_location":{"id":"doi:10.1109/mlsp52302.2021.9596275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp52302.2021.9596275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2109.05893","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058231649","display_name":"Dino Pjani\u0107","orcid":"https://orcid.org/0000-0002-2275-2110"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]},{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Dino Pjanic","raw_affiliation_strings":["Ericsson AB, Lund, Sweden","Lund University, Lund, Sweden","[Ericsson AB, Lund, Sweden]"],"affiliations":[{"raw_affiliation_string":"Ericsson AB, Lund, Sweden","institution_ids":["https://openalex.org/I1306339040"]},{"raw_affiliation_string":"Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"[Ericsson AB, Lund, Sweden]","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062594078","display_name":"Alexandros Sopasakis","orcid":"https://orcid.org/0000-0001-9167-3590"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alexandros Sopasakis","raw_affiliation_strings":["Lund University, Lund, Sweden","Lund University, Department of Mathematics, Lund, Sweden"],"affiliations":[{"raw_affiliation_string":"Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Lund University, Department of Mathematics, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014951406","display_name":"Harsh Tataria","orcid":"https://orcid.org/0000-0001-6085-4102"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Harsh Tataria","raw_affiliation_strings":["Ericsson AB, Lund, Sweden","[Ericsson AB, Lund, Sweden]"],"affiliations":[{"raw_affiliation_string":"Ericsson AB, Lund, Sweden","institution_ids":["https://openalex.org/I1306339040"]},{"raw_affiliation_string":"[Ericsson AB, Lund, Sweden]","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073439066","display_name":"Fredrik Tufvesson","orcid":"https://orcid.org/0000-0003-1072-0784"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Fredrik Tufvesson","raw_affiliation_strings":["Lund University, Lund, Sweden","Lund University,,Department of Electrical and Information Technology,Lund,,Sweden"],"affiliations":[{"raw_affiliation_string":"Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Lund University,,Department of Electrical and Information Technology,Lund,,Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089396588","display_name":"Andres Reial","orcid":"https://orcid.org/0000-0002-4854-8660"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Andres Reial","raw_affiliation_strings":["Ericsson AB, Lund, Sweden","[Ericsson AB, Lund, Sweden]"],"affiliations":[{"raw_affiliation_string":"Ericsson AB, Lund, Sweden","institution_ids":["https://openalex.org/I1306339040"]},{"raw_affiliation_string":"[Ericsson AB, Lund, Sweden]","institution_ids":["https://openalex.org/I1306339040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058231649"],"corresponding_institution_ids":["https://openalex.org/I1306339040","https://openalex.org/I187531555"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09997858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":0.9973999857902527,"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":0.9883000254631042,"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/transmitter","display_name":"Transmitter","score":0.6858230829238892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6857139468193054},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.6458422541618347},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.593548059463501},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.5659958124160767},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.5079506039619446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4952041208744049},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4846089780330658},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4702148735523224},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4619453549385071},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.43245941400527954},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.27479076385498047},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.18798208236694336},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.13719287514686584}],"concepts":[{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.6858230829238892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6857139468193054},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.6458422541618347},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.593548059463501},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.5659958124160767},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.5079506039619446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4952041208744049},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4846089780330658},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4702148735523224},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4619453549385071},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.43245941400527954},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.27479076385498047},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.18798208236694336},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.13719287514686584},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/mlsp52302.2021.9596275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp52302.2021.9596275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2109.05893","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.05893","pdf_url":"https://arxiv.org/pdf/2109.05893","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3200210948","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2109.05893.pdf","pdf_url":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:lup.lub.lu.se:67f2e455-6c5b-4fc5-8009-3d993a875284","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/67f2e455-6c5b-4fc5-8009-3d993a875284","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"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"},{"id":"doi:10.48550/arxiv.2109.05893","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2109.05893","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.17023/a307-vd25","is_oa":true,"landing_page_url":"https://doi.org/10.17023/a307-vd25","pdf_url":null,"source":{"id":"https://openalex.org/S7407051697","display_name":"IEEE RESOURCE CENTERS","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2109.05893","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.05893","pdf_url":"https://arxiv.org/pdf/2109.05893","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3200210948.pdf","grobid_xml":"https://content.openalex.org/works/W3200210948.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1875842236","https://openalex.org/W1987971958","https://openalex.org/W2605344455","https://openalex.org/W2610957195","https://openalex.org/W2785497843","https://openalex.org/W2796047239","https://openalex.org/W2832949364","https://openalex.org/W2903146257","https://openalex.org/W2962757782","https://openalex.org/W2962927793","https://openalex.org/W3036327743","https://openalex.org/W3091752016","https://openalex.org/W3098980465","https://openalex.org/W3105281589","https://openalex.org/W3116894024","https://openalex.org/W6785195647","https://openalex.org/W6787736703"],"related_works":["https://openalex.org/W2129114763","https://openalex.org/W2921039930","https://openalex.org/W3125808243","https://openalex.org/W2952950610","https://openalex.org/W3193572782","https://openalex.org/W3007780034","https://openalex.org/W3207001064","https://openalex.org/W3036851434","https://openalex.org/W3081030752","https://openalex.org/W2023109742","https://openalex.org/W2981343555","https://openalex.org/W31524280","https://openalex.org/W2913994026","https://openalex.org/W3170311445","https://openalex.org/W2897811051","https://openalex.org/W2544716843","https://openalex.org/W3106675700","https://openalex.org/W3093577951","https://openalex.org/W3191805757","https://openalex.org/W2969488136"],"abstract_inverted_index":{"Millimeter-wave":[0],"cellular":[1],"communication":[2],"requires":[3,78],"beamforming":[4],"procedures":[5],"that":[6,90],"enable":[7],"alignment":[8],"of":[9,45,60,68,119],"the":[10,16,69,117,120],"transmitter":[11],"and":[12,35,77,93],"receiver":[13],"beams":[14],"as":[15],"user":[17],"equipment":[18],"(UE)":[19],"moves.":[20],"For":[21],"efficient":[22,43],"beam":[23],"tracking":[24],"it":[25],"is":[26],"advantageous":[27],"to":[28,32,39,80,111],"classify":[29],"users":[30],"according":[31],"their":[33],"traffic":[34],"mobility":[36],"patterns.":[37],"Research":[38],"date":[40],"has":[41],"demonstrated":[42],"ways":[44],"machine":[46,53,96],"learning":[47,54,97],"based":[48,63],"UE":[49,113],"classification.":[50],"Although":[51],"different":[52],"approaches":[55],"have":[56],"shown":[57],"success,":[58],"most":[59],"them":[61],"are":[62],"on":[64,103],"physical":[65],"layer":[66,83,105],"attributes":[67],"received":[70],"signal.":[71],"This,":[72],"however,":[73],"imposes":[74],"additional":[75],"complexity":[76,118],"access":[79],"those":[81],"lower":[82],"signals.":[84],"In":[85],"this":[86],"paper,":[87],"we":[88],"show":[89],"traditional":[91],"supervised":[92],"even":[94],"unsupervised":[95],"methods":[98],"can":[99],"successfully":[100],"be":[101],"applied":[102],"higher":[104],"channel":[106],"measurement":[107],"reports":[108],"in":[109],"order":[110],"perform":[112],"classification,":[114],"thereby":[115],"reducing":[116],"classification":[121],"process.":[122]},"counts_by_year":[],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2022-07-25T00:00:00"}
