{"id":"https://openalex.org/W4315777538","doi":"https://doi.org/10.1109/gcwkshps56602.2022.10008768","title":"Learning-Based Joint Channel Prediction and Antenna Selection for Massive MIMO with Partial CSI","display_name":"Learning-Based Joint Channel Prediction and Antenna Selection for Massive MIMO with Partial CSI","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4315777538","doi":"https://doi.org/10.1109/gcwkshps56602.2022.10008768"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps56602.2022.10008768","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcwkshps56602.2022.10008768","pdf_url":null,"source":{"id":"https://openalex.org/S4363605011","display_name":"2022 IEEE Globecom Workshops (GC Wkshps)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://orbilu.uni.lu/handle/10993/53094","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049146326","display_name":"Ke He","orcid":"https://orcid.org/0000-0002-6618-5568"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Ke He","raw_affiliation_strings":["University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032104368","display_name":"Thang X. Vu","orcid":"https://orcid.org/0000-0002-8374-443X"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Thang X. Vu","raw_affiliation_strings":["University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016154330","display_name":"Symeon Chatzinotas","orcid":"https://orcid.org/0000-0001-5122-0001"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Symeon Chatzinotas","raw_affiliation_strings":["University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080037825","display_name":"Bj\u00f6rn Ottersten","orcid":"https://orcid.org/0000-0003-2298-6774"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Bjorn Ottersten","raw_affiliation_strings":["University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,The Interdisciplinary Centre for Security, Reliability and Trust (SnT),Luxembourg,L-1855","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049146326"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":1.2802,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79863559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"178","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":1.0,"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":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994999766349792,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9983999729156494,"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/mimo","display_name":"MIMO","score":0.7832752466201782},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.7452242374420166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.70454341173172},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.6471288204193115},{"id":"https://openalex.org/keywords/spatial-multiplexing","display_name":"Spatial multiplexing","score":0.6223277449607849},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5872213840484619},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5772866010665894},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.48974609375},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4359714090824127},{"id":"https://openalex.org/keywords/3g-mimo","display_name":"3G MIMO","score":0.43132007122039795},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.4298710823059082},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.26979130506515503},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23646336793899536},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19775018095970154}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7832752466201782},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.7452242374420166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70454341173172},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.6471288204193115},{"id":"https://openalex.org/C85884896","wikidata":"https://www.wikidata.org/wiki/Q7574075","display_name":"Spatial multiplexing","level":4,"score":0.6223277449607849},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5872213840484619},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5772866010665894},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.48974609375},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4359714090824127},{"id":"https://openalex.org/C165650700","wikidata":"https://www.wikidata.org/wiki/Q4636347","display_name":"3G MIMO","level":4,"score":0.43132007122039795},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.4298710823059082},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26979130506515503},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23646336793899536},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19775018095970154}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/gcwkshps56602.2022.10008768","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcwkshps56602.2022.10008768","pdf_url":null,"source":{"id":"https://openalex.org/S4363605011","display_name":"2022 IEEE Globecom Workshops (GC Wkshps)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/53094","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/53094","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE GLOBECOM 2022 proceedings, 1-6 (2022-12); IEEE Global Communications Conference, Brazil [BR], December 2022","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/53094","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/53094","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE GLOBECOM 2022 proceedings, 1-6 (2022-12); IEEE Global Communications Conference, Brazil [BR], December 2022","raw_type":"peer reviewed"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1583912456","https://openalex.org/W1932847118","https://openalex.org/W2023535408","https://openalex.org/W2108202224","https://openalex.org/W2108328406","https://openalex.org/W2139693953","https://openalex.org/W2162182434","https://openalex.org/W2238937638","https://openalex.org/W2972414850","https://openalex.org/W3000769608","https://openalex.org/W3111293474","https://openalex.org/W3122971299","https://openalex.org/W3131538877","https://openalex.org/W3162996485","https://openalex.org/W3167193327","https://openalex.org/W3172159586","https://openalex.org/W4206133298","https://openalex.org/W4212888567","https://openalex.org/W6635084905","https://openalex.org/W6752910514"],"related_works":["https://openalex.org/W2950721519","https://openalex.org/W1030714881","https://openalex.org/W2128315032","https://openalex.org/W2036800514","https://openalex.org/W2336268344","https://openalex.org/W2097396380","https://openalex.org/W4282945775","https://openalex.org/W2162065658","https://openalex.org/W2108246702","https://openalex.org/W2111046222"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,17,23,26,36,50,67,74,78,99,105,133,151,157,184,190,193,203,217,234,241,245,266,272,300,318,324],"massive":[4],"multi-input":[5],"multi-output":[6,173],"(MIMO)":[7,174],"system":[8,24,106,158,175,191,273,325],"in":[9,13,176,180],"practical":[10,177],"deployment":[11,178],"scenarios,":[12,179],"which,":[14,181],"to":[15,47,73,97,131,182,214,240,264,298],"balance":[16,183],"economic":[18,185],"and":[19,93,103,186,260,270],"energy":[20,187],"efficiency":[21,188],"with":[22,169,189,336],"performance,":[25,192],"number":[27,37,194,204],"of":[28,38,143,195,205,310],"radio":[29,196],"frequency":[30,197],"(RF)":[31,198],"chains":[32,76,199,243],"is":[33,64,116,129,200,231,283,296],"smaller":[34,201],"than":[35,202],"antennas.":[39,206],"The":[40,126,207,293],"base":[41,208],"station":[42,209],"employs":[43,210],"antenna":[44,211],"selection":[45,212],"(AS)":[46,213],"fully":[48,118,215,285],"harness":[49,216],"spatial":[51,218],"multiplexing":[52,219],"gain.":[53,220],"Conventional":[54,221],"AS":[55,94,222,261],"techniques":[56,223],"require":[57,224],"full":[58,135,225,302],"channel":[59,79,91,226,246,258],"state":[60,227],"information":[61,228],"(CSI),":[62,229],"which":[63,230],"time-consuming":[65,232],"as":[66,233],"antennas":[68,235],"cannot":[69,236],"be":[70,237],"simultaneously":[71,238],"connected":[72,239],"RF":[75,242],"during":[77,244],"estimation":[80,247],"process.":[81,248],"To":[82,249],"tackle":[83,250],"this":[84,251],"issue,":[85,252],"we":[86,253],"propose":[87,254],"a":[88,117,140,255,284,307],"novel":[89,256],"joint":[90,257],"prediction":[92,259],"(JCPAS)":[95,262],"framework":[96,115,128,263,282,295],"reduce":[98,265],"CSI":[100,267],"acquisition":[101,268],"time":[102,269],"improve":[104,156,271,323],"performance":[107,159,274,326],"under":[108,160,275,327],"temporally":[109,161,276,328],"correlated":[110,162,171,277,329,338],"channels.":[111,172,278,339],"Our":[112,279],"proposed":[113,127,152,280,294,319],"JCPAS":[114,153,281,320],"probabilistic":[119,286],"model":[120,287],"driven":[121,288],"by":[122,289],"deep":[123,290],"unsupervised":[124,291],"learning.":[125,292],"able":[130,297],"predict":[132,299],"current":[134,301],"CSI,":[136,303],"while":[137,304],"requiring":[138,305],"only":[139,306],"historical":[141,308],"window":[142,309],"partial":[144,311],"observations.":[145,312],"Extensive":[146,313],"simulation":[147,314],"results":[148,315],"show":[149,316],"that":[150,317],"can":[154,321],"significantly":[155,322],"channels,":[163,330],"especially":[164,331],"for":[165,332],"very":[166,333],"large-scale":[167,334],"systems":[168,335],"highly":[170,337]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
