{"id":"https://openalex.org/W2969327571","doi":"https://doi.org/10.1109/siu.2019.8806300","title":"Antenna Selection on Spatial Modulation: A Machine Learning Approach","display_name":"Antenna Selection on Spatial Modulation: A Machine Learning Approach","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2969327571","doi":"https://doi.org/10.1109/siu.2019.8806300","mag":"2969327571"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2019.8806300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","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/A5030005266","display_name":"Selen Ge\u00e7gel","orcid":"https://orcid.org/0000-0002-4744-4691"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Selen Gecgel","raw_affiliation_strings":["Elektrik-Elektronik Fak&#x00FC;ltesi, Telsiz Haberle&#x015F;me ve Ara&#x015F;t&#x0131;rma Laboratuvar&#x0131; (THAL), &#x0130;stanbul Teknik &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik-Elektronik Fak&#x00FC;ltesi, Telsiz Haberle&#x015F;me ve Ara&#x015F;t&#x0131;rma Laboratuvar&#x0131; (THAL), &#x0130;stanbul Teknik &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070737400","display_name":"Caner G\u00f6ztepe","orcid":"https://orcid.org/0000-0002-9388-5914"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Caner Goztepe","raw_affiliation_strings":["Elektrik-Elektronik Fak&#x00FC;ltesi, Telsiz Haberle&#x015F;me ve Ara&#x015F;t&#x0131;rma Laboratuvar&#x0131; (THAL), &#x0130;stanbul Teknik &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik-Elektronik Fak&#x00FC;ltesi, Telsiz Haberle&#x015F;me ve Ara&#x015F;t&#x0131;rma Laboratuvar&#x0131; (THAL), &#x0130;stanbul Teknik &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiye","institution_ids":[]}]},{"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":[],"countries":[],"is_corresponding":false,"raw_author_name":"G\u00fcne\u015f Karabulut Kurt","raw_affiliation_strings":["Elektrik-Elektronik Fak&#x00FC;ltesi, Telsiz Haberle&#x015F;me ve Ara&#x015F;t&#x0131;rma Laboratuvar&#x0131; (THAL), &#x0130;stanbul Teknik &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elektrik-Elektronik Fak&#x00FC;ltesi, Telsiz Haberle&#x015F;me ve Ara&#x015F;t&#x0131;rma Laboratuvar&#x0131; (THAL), &#x0130;stanbul Teknik &#x00DC;niversitesi, &#x0130;stanbul, T&#x00FC;rkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","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/T11458","display_name":"Advanced Wireless Communication Technologies","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/T12042","display_name":"Satellite Communication Systems","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7660666108131409},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6587541699409485},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.5715314149856567},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.5506120920181274},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5379520058631897},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.5260878801345825},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.4987635612487793},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4790831208229065},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.4571312665939331},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44674810767173767},{"id":"https://openalex.org/keywords/spatial-multiplexing","display_name":"Spatial multiplexing","score":0.4316316843032837},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4200460910797119},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.40162479877471924},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3547460436820984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3011687397956848},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1961899995803833},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.18529155850410461},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11653450131416321}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7660666108131409},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6587541699409485},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.5715314149856567},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.5506120920181274},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5379520058631897},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.5260878801345825},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.4987635612487793},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4790831208229065},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.4571312665939331},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44674810767173767},{"id":"https://openalex.org/C85884896","wikidata":"https://www.wikidata.org/wiki/Q7574075","display_name":"Spatial multiplexing","level":4,"score":0.4316316843032837},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4200460910797119},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.40162479877471924},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3547460436820984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3011687397956848},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1961899995803833},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.18529155850410461},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11653450131416321},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/siu.2019.8806300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/54408","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/54408","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:47642","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/47642/","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":"Communication de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2082585693","https://openalex.org/W2113908212","https://openalex.org/W2607657947","https://openalex.org/W2734064327","https://openalex.org/W2770120341","https://openalex.org/W2907459354","https://openalex.org/W3105827742"],"related_works":["https://openalex.org/W3209566644","https://openalex.org/W1972125288","https://openalex.org/W2950721519","https://openalex.org/W2060469467","https://openalex.org/W3126052197","https://openalex.org/W2021129045","https://openalex.org/W2188204209","https://openalex.org/W2048096091","https://openalex.org/W2362653974","https://openalex.org/W2015965957"],"abstract_inverted_index":{"In":[0,71,87],"5G":[1],"and":[2,8,47,120],"beyond":[3],"wireless":[4],"communication":[5,40],"systems,":[6],"energy":[7,46],"spectral":[9,48],"efficiency":[10,49],"requirements":[11],"should":[12],"be":[13,32,58],"satisfied":[14],"while":[15],"improving":[16],"the":[17,35,80,91,95,111,127],"error":[18,92],"performance.":[19],"Massive":[20],"multiple":[21,23],"input":[22],"output":[24],"spatial":[25],"modulation":[26],"(MIMO-SM)":[27],"systems":[28,41,56,76,131],"are":[29,77],"considered":[30],"to":[31,89],"one":[33],"of":[34,44,53,94,126],"candidate":[36],"technologies":[37],"for":[38,79,102],"next-generation":[39],"in":[42,83,129],"terms":[43],"providing":[45],"requirements.":[50],"Error":[51],"performance":[52,93],"massive":[54,74],"MIMOSM":[55],"can":[57],"improved":[59],"with":[60],"Euclidean":[61],"distance":[62],"based":[63,100],"antenna":[64,104],"selection":[65,105],"(EDAS),":[66],"which":[67],"strengthens":[68],"this":[69,72],"idea.":[70],"paper,":[73],"MIMO-SM":[75],"implemented":[78],"first":[81],"time":[82],"a":[84,97,124],"real-time":[85,121,130],"environment.":[86],"order":[88],"improve":[90],"system,":[96],"machine":[98],"learning":[99],"approach":[101],"transmitter":[103],"that":[106],"has":[107,137],"lower":[108],"complexity":[109],"than":[110],"optimal":[112],"method.":[113],"The":[114],"designed":[115],"system":[116],"was":[117],"on":[118],"simulation":[119],"environments.":[122],"As":[123],"result":[125],"study,":[128],"nearest":[132],"neighborhood":[133],"(k-NN)":[134],"algorithm's":[135],"practicality":[136],"been":[138],"demonstrated.":[139]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
