{"id":"https://openalex.org/W4226170949","doi":"https://doi.org/10.1109/tit.2022.3146523","title":"Transmit Correlation Diversity: Generalization, New Techniques, and Improved Bounds","display_name":"Transmit Correlation Diversity: Generalization, New Techniques, and Improved Bounds","publication_year":2022,"publication_date":"2022-01-27","ids":{"openalex":"https://openalex.org/W4226170949","doi":"https://doi.org/10.1109/tit.2022.3146523"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2022.3146523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2022.3146523","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","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":null,"display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0001-9017-5864"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","University of Texas at Dallas [Richardson]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"University of Texas at Dallas [Richardson]","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087956616","display_name":"Khac\u2013Hoang Ngo","orcid":"https://orcid.org/0000-0003-2047-6957"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Khac-Hoang Ngo","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","Chalmers University of Technology [Gothenburg, Sweden]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]},{"raw_affiliation_string":"Chalmers University of Technology [Gothenburg, Sweden]","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087891218","display_name":"Sheng Yang","orcid":"https://orcid.org/0000-0002-0643-0445"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sheng Yang","raw_affiliation_strings":["CentraleSup&#x00E9;lec, Paris-Saclay University, Gif-sur-Yvette, France","CentraleSup\u00e9lec"],"affiliations":[{"raw_affiliation_string":"CentraleSup&#x00E9;lec, Paris-Saclay University, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"CentraleSup\u00e9lec","institution_ids":["https://openalex.org/I4210107720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062861585","display_name":"Aria Nosratinia","orcid":"https://orcid.org/0000-0002-3751-0165"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aria Nosratinia","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","University of Texas at Dallas [Richardson]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"University of Texas at Dallas [Richardson]","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0265857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"68","issue":"6","first_page":"3841","last_page":"3869"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9452999830245972,"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":0.9452999830245972,"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":0.009600000455975533,"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":0.0066999997943639755,"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":0.7679482698440552},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5671435594558716},{"id":"https://openalex.org/keywords/spatial-correlation","display_name":"Spatial correlation","score":0.5605155229568481},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.5602399706840515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49950695037841797},{"id":"https://openalex.org/keywords/transmit-diversity","display_name":"Transmit diversity","score":0.4879154860973358},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4751315414905548},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4702873229980469},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.44302240014076233},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.43237701058387756},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.42321473360061646},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3993549644947052},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3555528521537781},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2846049666404724},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.21183562278747559},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.1497822403907776},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10271027684211731}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.7679482698440552},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5671435594558716},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.5605155229568481},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.5602399706840515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49950695037841797},{"id":"https://openalex.org/C117218131","wikidata":"https://www.wikidata.org/wiki/Q7834664","display_name":"Transmit diversity","level":4,"score":0.4879154860973358},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4751315414905548},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4702873229980469},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.44302240014076233},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.43237701058387756},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.42321473360061646},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3993549644947052},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3555528521537781},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2846049666404724},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.21183562278747559},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.1497822403907776},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10271027684211731},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tit.2022.3146523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2022.3146523","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03420075v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-03420075","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021","raw_type":"Preprints, Working Papers, ..."},{"id":"pmh:oai:HAL:hal-03676695v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03676695","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Information Theory, 2022, 68 (6), pp.3841-3869. &#x27E8;10.1109/TIT.2022.3146523&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:research.chalmers.se:528564","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/528564","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1884691811","https://openalex.org/W1984293297","https://openalex.org/W2015970212","https://openalex.org/W2019058275","https://openalex.org/W2020174383","https://openalex.org/W2035750833","https://openalex.org/W2036030019","https://openalex.org/W2044593797","https://openalex.org/W2054789589","https://openalex.org/W2083020163","https://openalex.org/W2106801699","https://openalex.org/W2106929598","https://openalex.org/W2112923538","https://openalex.org/W2115407331","https://openalex.org/W2116141601","https://openalex.org/W2119456443","https://openalex.org/W2121367139","https://openalex.org/W2122700040","https://openalex.org/W2131048683","https://openalex.org/W2133214726","https://openalex.org/W2141620512","https://openalex.org/W2141974809","https://openalex.org/W2144111123","https://openalex.org/W2149743051","https://openalex.org/W2153911185","https://openalex.org/W2159312879","https://openalex.org/W2167669689","https://openalex.org/W2168492199","https://openalex.org/W2170738062","https://openalex.org/W2271871887","https://openalex.org/W2276996242","https://openalex.org/W2519886813","https://openalex.org/W2738850644","https://openalex.org/W2742826820","https://openalex.org/W2770606349","https://openalex.org/W2886194330","https://openalex.org/W2963061060","https://openalex.org/W3036383181","https://openalex.org/W3214846769","https://openalex.org/W4226421391","https://openalex.org/W4300840296"],"related_works":["https://openalex.org/W2109663817","https://openalex.org/W2129498500","https://openalex.org/W2137509205","https://openalex.org/W2159171833","https://openalex.org/W2080643621","https://openalex.org/W2124982134","https://openalex.org/W2963676394","https://openalex.org/W2782707647","https://openalex.org/W2092364909","https://openalex.org/W2131072927"],"abstract_inverted_index":{"When":[0,101],"the":[1,51,58,77,98,105,116,122,129,133,144,149,153,165,169,184,204],"users":[2],"in":[3,34,112,164,180,192],"a":[4,14,159,189,210],"MIMO":[5,79,187,214],"broadcast":[6,80],"channel":[7,94,123],"experience":[8],"different":[9],"spatial":[10],"transmit":[11,36,54,217],"correlation":[12,26,37,55,124,218],"matrices,":[13],"class":[15],"of":[16,53,60,86,115,118,152,161,168,183],"gains":[17,197],"is":[18,21,103,110,188],"produced":[19],"that":[20,147],"denoted":[22],"<italic":[23,61],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[24,62,135],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">transmit":[25],"diversity.</i>":[27],"This":[28,48],"idea":[29],"was":[30],"conceived":[31],"for":[32,209],"channels":[33],"which":[35,193],"matrices":[38],"have":[39],"mutually":[40],"exclusive":[41],"eigenspaces,":[42,170],"allowing":[43],"non-interfering":[44],"training":[45],"and":[46,64,68,89,121,171],"transmission.":[47],"paper":[49],"broadens":[50],"scope":[52],"diversity":[56],"to":[57,71,132,175,200],"case":[59,141],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">partially":[63],"fully":[65],"overlapping</i>":[66],"eigenspaces":[67],"introduces":[69],"techniques":[70],"harvest":[72],"these":[73],"generalized":[74],"gains.":[75],"For":[76],"two-user":[78],"channel,":[81],"we":[82],"derive":[83],"achievable":[84,90,107,205],"degrees":[85],"freedom":[87],"(DoF)":[88],"rate":[91,208],"regions":[92],"with/without":[93],"state":[95],"information":[96],"at":[97],"receiver":[99],"(CSIR).":[100],"CSIR":[102],"available,":[104],"proposed":[106],"DoF":[108,130],"region":[109],"tight":[111],"some":[113],"configurations":[114],"number":[117],"receive":[119],"antennas":[120],"ranks.":[125],"We":[126,202],"then":[127],"extend":[128],"results":[131,157],"<inline-formula":[134],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[136],"<tex-math":[137],"notation=\"LaTeX\">$K$":[138],"</tex-math></inline-formula>":[139],"-user":[140],"by":[142],"analyzing":[143],"interference":[145],"graph":[146],"characterizes":[148],"overlapping":[150],"structure":[151],"eigenspaces.":[154,185],"Our":[155],"achievability":[156],"employ":[158],"combination":[160],"product":[162],"superposition":[163],"common":[166],"part":[167],"pre-beamforming":[172],"(rate":[173],"splitting)":[174],"create":[176],"multiple":[177],"data":[178],"streams":[179],"non-overlapping":[181],"parts":[182],"Massive":[186],"natural":[190],"example":[191],"spatially":[194],"correlated":[195],"link":[196],"are":[198],"likely":[199],"occur.":[201],"study":[203],"downlink":[206],"sum":[207],"frequency-division":[211],"duplex":[212],"massive":[213],"system":[215],"under":[216],"diversity.":[219]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
