{"id":"https://openalex.org/W2539438581","doi":"https://doi.org/10.1109/tvt.2016.2620489","title":"Spectral-Efficiency Analysis of Regular- and Large-Scale (Massive) MIMO With a Comprehensive Channel Model","display_name":"Spectral-Efficiency Analysis of Regular- and Large-Scale (Massive) MIMO With a Comprehensive Channel Model","publication_year":2016,"publication_date":"2016-10-24","ids":{"openalex":"https://openalex.org/W2539438581","doi":"https://doi.org/10.1109/tvt.2016.2620489","mag":"2539438581"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2016.2620489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2016.2620489","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","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/A5015453497","display_name":"Gervais N. Kamga","orcid":"https://orcid.org/0000-0002-5192-8621"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Gervais N. Kamga","raw_affiliation_strings":["Institut National de la Recherche Scientifique, University of Quebec, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique, University of Quebec, Montreal, QC, Canada","institution_ids":["https://openalex.org/I159129438","https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052938144","display_name":"Minghua Xia","orcid":"https://orcid.org/0000-0002-0820-2227"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghua Xia","raw_affiliation_strings":["School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082033372","display_name":"Sonia A\u0131\u0308ssa","orcid":"https://orcid.org/0000-0002-6880-4772"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sonia Aissa","raw_affiliation_strings":["Institut National de la Recherche Scientifique, University of Quebec, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique, University of Quebec, Montreal, QC, Canada","institution_ids":["https://openalex.org/I159129438","https://openalex.org/I39481719"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015453497"],"corresponding_institution_ids":["https://openalex.org/I159129438","https://openalex.org/I39481719"],"apc_list":null,"apc_paid":null,"fwci":1.8376,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86928832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"66","issue":"6","first_page":"4984","last_page":"4996"},"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9991999864578247,"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":0.9991000294685364,"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/mimo","display_name":"MIMO","score":0.6632315516471863},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5172144174575806},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4988985061645508},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4846678078174591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4021417200565338},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29766449332237244},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29446813464164734},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2137564718723297}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6632315516471863},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5172144174575806},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4988985061645508},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4846678078174591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4021417200565338},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29766449332237244},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29446813464164734},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2137564718723297},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2016.2620489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2016.2620489","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5199999809265137,"display_name":"Reduced inequalities"},{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G7556521310","display_name":null,"funder_award_id":"61671488","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8678423097","display_name":null,"funder_award_id":"61501527","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1972623331","https://openalex.org/W1982288502","https://openalex.org/W1990208398","https://openalex.org/W2008353351","https://openalex.org/W2014113774","https://openalex.org/W2014996128","https://openalex.org/W2049158557","https://openalex.org/W2053463154","https://openalex.org/W2084304524","https://openalex.org/W2095901234","https://openalex.org/W2097874425","https://openalex.org/W2106830342","https://openalex.org/W2111627033","https://openalex.org/W2125117356","https://openalex.org/W2128513990","https://openalex.org/W2132105090","https://openalex.org/W2144944123","https://openalex.org/W2147601077","https://openalex.org/W2167140106","https://openalex.org/W2238937638","https://openalex.org/W2344765023","https://openalex.org/W2962809601","https://openalex.org/W3106282754","https://openalex.org/W3159913259","https://openalex.org/W4206196235","https://openalex.org/W4230959423","https://openalex.org/W6643151678"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"This":[0],"paper":[1,176],"provides":[2],"a":[3],"generalized":[4],"analysis":[5,96,153,172],"for":[6,89,195],"the":[7,51,55,62,73,77,85,107,110,114,118,122,126,133,149,152,155,158,163,171,181,200,204],"spectral":[8,74,115,123,164],"efficiency":[9,75,124],"of":[10,76,109,121,128,135,151,157,186],"both":[11,199],"regular-":[12],"and":[13,24,45,65,154,183,203],"large-scale":[14],"(massive)":[15],"multiple-input":[16],"multiple-output":[17],"(MIMO)":[18],"systems,":[19],"where":[20,54],"major":[21],"radio-propagation":[22],"characteristics":[23],"antenna-array":[25],"parameters":[26,112],"are":[27],"taken":[28],"into":[29],"account,":[30],"including":[31],"path":[32],"loss,":[33],"shadowing":[34],"effect,":[35],"multipath":[36],"fading,":[37],"antenna":[38,40,46,205],"correlation,":[39],"polarization,":[41],"environmental":[42],"cross-polarization":[43,47],"coupling,":[44],"discrimination.":[48],"After":[49],"developing":[50],"channel":[52,79],"model,":[53],"Weichselberger":[56],"method":[57],"is":[58,80,102,142],"exploited":[59],"to":[60,167],"reformulate":[61],"Kronecker":[63],"model":[64],"allow":[66],"closed-form":[67],"analysis,":[68],"an":[69,94],"upper":[70,160],"bound":[71,161],"on":[72,113,162],"MIMO":[78,191],"first":[81],"established,":[82],"by":[83],"using":[84],"Hadamard's":[86],"determinant":[87],"inequality":[88],"positive":[90],"semidefinite":[91],"matrices.":[92],"Then,":[93],"asymptotic":[95,119],"in":[97,125,174,180],"high":[98,169],"signal-to-noise":[99],"ratio":[100],"regime":[101],"conducted,":[103],"which":[104],"explicitly":[105],"reveals":[106],"effects":[108],"aforementioned":[111],"efficiency.":[116,165],"Moreover,":[117],"behavior":[120],"sense":[127],"massive":[129,190],"MIMO,":[130],"i.e.,":[131],"as":[132],"number":[134],"transmit":[136],"and/or":[137],"receive":[138],"antennas":[139],"approaches":[140],"infinity,":[141],"investigated.":[143],"Monte":[144],"Carlo":[145],"simulation":[146],"results":[147],"corroborate":[148],"effectiveness":[150],"accuracy":[156],"obtained":[159],"Thanks":[166],"its":[168],"generality,":[170],"developed":[173],"this":[175],"benefits":[177],"system":[178],"designers":[179],"design":[182],"performance":[184],"evaluation":[185],"either":[187],"regular":[188],"or":[189],"systems":[192],"while":[193],"accounting":[194],"realistic":[196],"phenomena":[197],"characterizing":[198],"propagation":[201],"environment":[202],"arrays.":[206]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}