{"id":"https://openalex.org/W2976679379","doi":"https://doi.org/10.1109/lwc.2019.2944179","title":"Transmit Antenna Selection for Large-Scale MIMO GSM With Machine Learning","display_name":"Transmit Antenna Selection for Large-Scale MIMO GSM With Machine Learning","publication_year":2019,"publication_date":"2019-09-28","ids":{"openalex":"https://openalex.org/W2976679379","doi":"https://doi.org/10.1109/lwc.2019.2944179","mag":"2976679379"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2019.2944179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2944179","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-article"},"type":"article","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/A5030005266","display_name":"Selen Ge\u00e7gel","orcid":"https://orcid.org/0000-0002-4744-4691"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Selen Gecgel","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-4744-4691","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070737400","display_name":"Caner G\u00f6ztepe","orcid":"https://orcid.org/0000-0002-9388-5914"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Caner Goztepe","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-9388-5914","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022600471","display_name":"G\u00fcne\u015f Karabulut Kurt","orcid":"https://orcid.org/0000-0001-7188-2619"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gunes Karabulut Kurt","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7188-2619","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":1.7514,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.85315146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"1","first_page":"113","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","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/T11458","display_name":"Advanced Wireless Communication Technologies","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":0.9995999932289124,"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/T10125","display_name":"Advanced Wireless Communication Techniques","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/gsm","display_name":"GSM","score":0.8173035383224487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7508227825164795},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.7435640692710876},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.5255362391471863},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.5097431540489197},{"id":"https://openalex.org/keywords/3g-mimo","display_name":"3G MIMO","score":0.4577040672302246},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4141119122505188},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3910011947154999},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.37964048981666565},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36456167697906494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3597722053527832},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32698503136634827},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3204091787338257},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3203275799751282},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24151769280433655},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22792065143585205},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20565661787986755},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15035977959632874}],"concepts":[{"id":"https://openalex.org/C59201141","wikidata":"https://www.wikidata.org/wiki/Q46904","display_name":"GSM","level":2,"score":0.8173035383224487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508227825164795},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7435640692710876},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.5255362391471863},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.5097431540489197},{"id":"https://openalex.org/C165650700","wikidata":"https://www.wikidata.org/wiki/Q4636347","display_name":"3G MIMO","level":4,"score":0.4577040672302246},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4141119122505188},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3910011947154999},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.37964048981666565},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36456167697906494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3597722053527832},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32698503136634827},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3204091787338257},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3203275799751282},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24151769280433655},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22792065143585205},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20565661787986755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15035977959632874}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/lwc.2019.2944179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2944179","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications Letters","raw_type":"journal-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/57332","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/57332","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Article"},{"id":"pmh:oai:publications.polymtl.ca:47644","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/47644/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"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":"Article de revue"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1855653084","https://openalex.org/W2082585693","https://openalex.org/W2129489363","https://openalex.org/W2146206750","https://openalex.org/W2153966686","https://openalex.org/W2344555256","https://openalex.org/W2477563955","https://openalex.org/W2770120341","https://openalex.org/W2789503661","https://openalex.org/W2801689992","https://openalex.org/W3145506661","https://openalex.org/W4206070770"],"related_works":["https://openalex.org/W1823457431","https://openalex.org/W2553656238","https://openalex.org/W4238732447","https://openalex.org/W2155503889","https://openalex.org/W4243960761","https://openalex.org/W2116284816","https://openalex.org/W2082756648","https://openalex.org/W2360333859","https://openalex.org/W2804205664","https://openalex.org/W4285223123"],"abstract_inverted_index":{"A":[0],"dynamic":[1],"and":[2,41,48],"flexible":[3],"generalized":[4],"spatial":[5],"modulation":[6],"(GSM)":[7],"framework":[8,16],"is":[9,17],"proposed":[10],"for":[11,26],"large-scale":[12],"MIMO":[13,99],"systems.":[14],"Our":[15],"leveraged":[18],"on":[19],"the":[20,32,36,64,80,94],"utilization":[21],"of":[22,38,66],"machine":[23,69],"learning":[24,70],"methods":[25],"GSM":[27],"in":[28,35,63],"order":[29],"to":[30,79],"improve":[31],"error":[33],"performance":[34,76],"presence":[37,65],"time-correlated":[39],"channels":[40],"channel":[42],"estimation":[43],"errors.":[44],"The":[45,86],"decision":[46],"tree":[47],"multi-layer":[49],"perceptron":[50],"algorithms":[51],"are":[52,88],"adopted":[53],"as":[54],"transmit":[55],"antenna":[56],"selection":[57],"approaches.":[58],"Simulation":[59],"results":[60,92],"indicate":[61],"that":[62],"real-life":[67],"impairments,":[68],"based":[71,84],"approaches":[72],"provide":[73],"a":[74],"superior":[75],"when":[77],"compared":[78],"classical":[81],"Euclidean":[82],"distance":[83],"approach.":[85],"observations":[87],"validated":[89],"through":[90],"measurement":[91],"over":[93],"designed":[95],"16":[96],"\u00d7":[97],"4":[98],"test-bed":[100],"using":[101],"software":[102],"defined":[103],"radio":[104],"nodes.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
