{"id":"https://openalex.org/W2890284803","doi":"https://doi.org/10.1109/tcomm.2018.2870415","title":"Joint Spatial Division and Diversity for Massive MIMO Systems","display_name":"Joint Spatial Division and Diversity for Massive MIMO Systems","publication_year":2018,"publication_date":"2018-09-17","ids":{"openalex":"https://openalex.org/W2890284803","doi":"https://doi.org/10.1109/tcomm.2018.2870415","mag":"2890284803"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2018.2870415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2018.2870415","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","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/A5013133968","display_name":"Ke-Wen Huang","orcid":"https://orcid.org/0000-0002-6223-6153"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke-Wen Huang","raw_affiliation_strings":["School of Electronics and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Electronics and Information Engineering Xi'an Jiaotong University Xi'an China"],"raw_orcid":"https://orcid.org/0000-0002-6223-6153","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronics and Information Engineering Xi'an Jiaotong University Xi'an China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100630996","display_name":"Hui\u2010Ming Wang","orcid":"https://orcid.org/0000-0003-4107-9512"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui-Ming Wang","raw_affiliation_strings":["School of Electronics and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Electronics and Information Engineering Xi'an Jiaotong University Xi'an China"],"raw_orcid":"https://orcid.org/0000-0003-4107-9512","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronics and Information Engineering Xi'an Jiaotong University Xi'an China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110574760","display_name":"Jia Hou","orcid":"https://orcid.org/0000-0001-6014-4012"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Hou","raw_affiliation_strings":["School of Electronics and Information, Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6014-4012","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013079905","display_name":"Shi Jin","orcid":"https://orcid.org/0000-0003-0271-6021"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Jin","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","National Mobile Communications Research Laboratory, Southeast University, NanJing, China"],"raw_orcid":"https://orcid.org/0000-0003-0271-6021","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, NanJing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.4998,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.64825834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"67","issue":"1","first_page":"258","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9988999962806702,"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/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/precoding","display_name":"Precoding","score":0.6721383929252625},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.637040913105011},{"id":"https://openalex.org/keywords/pairwise-error-probability","display_name":"Pairwise error probability","score":0.632545530796051},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5997079014778137},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.562923014163971},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.553674042224884},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5042380094528198},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.4917791187763214},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46670010685920715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45843440294265747},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45342162251472473},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4247286319732666},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15956741571426392},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.11930635571479797}],"concepts":[{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.6721383929252625},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.637040913105011},{"id":"https://openalex.org/C2780839233","wikidata":"https://www.wikidata.org/wiki/Q16000284","display_name":"Pairwise error probability","level":4,"score":0.632545530796051},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5997079014778137},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.562923014163971},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.553674042224884},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5042380094528198},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.4917791187763214},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46670010685920715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45843440294265747},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45342162251472473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4247286319732666},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15956741571426392},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.11930635571479797}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2018.2870415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2018.2870415","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6262056264","display_name":"\u9762\u5411\u5de5\u4e1a\u81ea\u52a8\u5316\u7684D2D\u534f\u540c\u4f20\u8f93\u4e0e\u8ba1\u7b97\u57fa\u7840\u7406\u8bba\u7814\u7a76","funder_award_id":"61631004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6659856973","display_name":"\u9762\u5411\u65e0\u7ebf\u968f\u673a\u7f51\u7edc\u4e2d\u591a\u8282\u70b9\u534f\u4f5c\u7684\u7269\u7406\u5c42\u4fdd\u5bc6\u4f20\u8f93\u7814\u7a76","funder_award_id":"61671364","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6691974516","display_name":"\u9762\u5411\u591a\u7528\u6237\u5f02\u6b65\u534f\u4f5c\u901a\u4fe1\u7684\u591a\u8f7d\u6ce2\u591a\u5740\u4f20\u8f93\u7f16\u7801\u7406\u8bba\u7814\u7a76","funder_award_id":"61571315","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1902764075","https://openalex.org/W1969648546","https://openalex.org/W1971443733","https://openalex.org/W2001715686","https://openalex.org/W2015301486","https://openalex.org/W2036030019","https://openalex.org/W2057565382","https://openalex.org/W2076457767","https://openalex.org/W2095725758","https://openalex.org/W2100573451","https://openalex.org/W2107080958","https://openalex.org/W2110659753","https://openalex.org/W2111916153","https://openalex.org/W2113957426","https://openalex.org/W2118040894","https://openalex.org/W2128513990","https://openalex.org/W2141682101","https://openalex.org/W2142015064","https://openalex.org/W2145013959","https://openalex.org/W2147601077","https://openalex.org/W2150244542","https://openalex.org/W2151380152","https://openalex.org/W2158520108","https://openalex.org/W2164779110","https://openalex.org/W2170738062","https://openalex.org/W2236834722","https://openalex.org/W2344631021","https://openalex.org/W2490222774","https://openalex.org/W2548842562","https://openalex.org/W2604698298","https://openalex.org/W2739728469","https://openalex.org/W3098350033","https://openalex.org/W3106282754","https://openalex.org/W4212888567","https://openalex.org/W4250589301","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2116541631","https://openalex.org/W2167568384","https://openalex.org/W2514205366","https://openalex.org/W3173074004","https://openalex.org/W1976511355","https://openalex.org/W4220680272","https://openalex.org/W2088352174","https://openalex.org/W2544668827","https://openalex.org/W2082469387","https://openalex.org/W1985632843"],"abstract_inverted_index":{"We":[0,207],"propose":[1],"a":[2,30,60,82,138,143,155,172,214,219,238],"downlink":[3,57],"beamforming":[4],"scheme":[5,255],"that":[6,85,209],"combines":[7],"spatial":[8],"division":[9],"and":[10,20,59,199,217,256],"orthogonal":[11],"space-time":[12],"block":[13],"coding":[14],"(OSTBC)":[15],"in":[16,237],"multi-user":[17],"massive":[18],"multiple-input":[19],"multiple-output":[21],"systems.":[22],"The":[23,231],"beamformer":[24],"is":[25,47,91,151,168],"divided":[26],"into":[27,37],"two":[28,191],"parts:":[29],"pre-beamforming":[31,80],"matrix":[32,54,63,90,98],"to":[33,114,153,170,228],"separate":[34],"the":[35,51,56,79,95,103,107,116,122,134,147,185,196,201,249,257],"users":[36,123],"different":[38,192],"beams":[39],"with":[40,99,142,243],"no":[41,68],"interference":[42],"between":[43],"each":[44],"other,":[45],"which":[46],"designed":[48],"based":[49],"on":[50],"low-rank":[52],"covariance":[53],"of":[55,102,121,204,224,251],"channel,":[58],"linear":[61,96],"precoding":[62,97],"using":[64],"partial":[65,100],"or":[66,128],"even":[67],"channel":[69,105],"state":[70],"information":[71],"(CSI)":[72],"concatenated":[73],"by":[74],"an":[75,111,125,160],"OSTBC.":[76],"To":[77,93],"construct":[78],"matrix,":[81],"simple":[83],"method":[84,141,167,223,233],"selects":[86],"columns":[87],"from":[88],"DFT":[89],"presented.":[92],"design":[94],"CSI":[101],"effective":[104],"after":[106],"pre-beamforming,":[108],"we":[109,189],"solve":[110],"optimization":[112,258],"problem":[113],"minimize":[115],"pairwise":[117],"error":[118],"probability":[119],"(PEP)":[120],"under":[124,180],"individual":[126,135],"power":[127,130,136,187],"sum":[129,186],"constraint,":[131,137,188],"respectively.":[132],"For":[133,184],"semi-definite":[139],"relaxing":[140],"sufficient":[144],"condition":[145],"achieving":[146],"globally":[148],"optimal":[149],"solution":[150],"proposed":[152,218,253],"provide":[154],"performance":[156],"benchmark.":[157],"In":[158],"addition,":[159],"efficient":[161],"iterative":[162],"successive":[163],"convex":[164],"approximation":[165],"(SCA)":[166],"provided":[169],"achieve":[171],"suboptimal":[173],"solution.":[174],"Furthermore,":[175],"closed-form":[176],"solutions":[177],"are":[178],"derived":[179],"some":[181],"special":[182],"cases.":[183],"consider":[190],"designs,":[193],"i.e.,":[194],"minimizing":[195,200],"average":[197],"PEP":[198,203],"maximum":[202],"all":[205],"users.":[206],"find":[208],"both":[210],"non-convex":[211],"problems":[212],"have":[213],"similar":[215],"structure":[216],"unified":[220],"SCA-alternating":[221],"direction":[222],"multipliers":[225],"(ADMM)":[226],"algorithm":[227],"handle":[229],"them.":[230],"SCA-ADMM":[232],"can":[234],"be":[235],"implemented":[236],"parallel":[239],"manner":[240],"and,":[241],"thus,":[242],"great":[244],"efficiency.":[245],"Simulation":[246],"results":[247],"show":[248],"efficiency":[250],"our":[252],"JSDD":[254],"method.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
