{"id":"https://openalex.org/W3161825349","doi":"https://doi.org/10.1109/tsp.2021.3078571","title":"Unified IRS-Aided MIMO Transceiver Designs via Majorization Theory","display_name":"Unified IRS-Aided MIMO Transceiver Designs via Majorization Theory","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3161825349","doi":"https://doi.org/10.1109/tsp.2021.3078571","mag":"3161825349"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2021.3078571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2021.3078571","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","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/A5029000014","display_name":"Shiqi Gong","orcid":"https://orcid.org/0000-0003-3966-8000"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Shiqi Gong","raw_affiliation_strings":["State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0003-3966-8000","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110284892","display_name":"Chengwen Xing","orcid":"https://orcid.org/0000-0002-4081-1954"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengwen Xing","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4081-1954","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034073130","display_name":"Xin Zhao","orcid":"https://orcid.org/0000-0002-9088-3673"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhao","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9088-3673","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053586699","display_name":"Shaodan Ma","orcid":"https://orcid.org/0000-0001-5521-3650"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Shaodan Ma","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Macau, Taipa, Macao, China","State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0001-5521-3650","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Macau, Taipa, Macao, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044674658","display_name":"Jianping An","orcid":"https://orcid.org/0000-0002-6441-9711"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping An","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6441-9711","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2289,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.94859855,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"69","issue":null,"first_page":"3016","last_page":"3032"},"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/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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9998000264167786,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6032741665840149},{"id":"https://openalex.org/keywords/subgradient-method","display_name":"Subgradient method","score":0.5932259559631348},{"id":"https://openalex.org/keywords/precoding","display_name":"Precoding","score":0.5686212182044983},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.5665619373321533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4878835678100586},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4517502188682556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41072073578834534},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.2956227660179138},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.19070062041282654},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09301784634590149}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6032741665840149},{"id":"https://openalex.org/C158968445","wikidata":"https://www.wikidata.org/wiki/Q7631150","display_name":"Subgradient method","level":2,"score":0.5932259559631348},{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.5686212182044983},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.5665619373321533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4878835678100586},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4517502188682556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41072073578834534},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.2956227660179138},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.19070062041282654},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09301784634590149},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2021.3078571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2021.3078571","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2308221996","display_name":null,"funder_award_id":"61620106001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5541624330","display_name":null,"funder_award_id":"U1836201","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":44,"referenced_works":["https://openalex.org/W601470179","https://openalex.org/W1599295008","https://openalex.org/W2023535408","https://openalex.org/W2049285480","https://openalex.org/W2110459355","https://openalex.org/W2122568856","https://openalex.org/W2151262405","https://openalex.org/W2238937638","https://openalex.org/W2284399157","https://openalex.org/W2505777393","https://openalex.org/W2508393166","https://openalex.org/W2799832972","https://openalex.org/W2888383296","https://openalex.org/W2945534522","https://openalex.org/W2953226670","https://openalex.org/W2963103095","https://openalex.org/W2969424089","https://openalex.org/W2971912794","https://openalex.org/W2990747873","https://openalex.org/W2996961035","https://openalex.org/W3002384078","https://openalex.org/W3004201425","https://openalex.org/W3006999899","https://openalex.org/W3011747750","https://openalex.org/W3013719647","https://openalex.org/W3021225717","https://openalex.org/W3030403925","https://openalex.org/W3035386068","https://openalex.org/W3037231455","https://openalex.org/W3041878473","https://openalex.org/W3042544305","https://openalex.org/W3082909930","https://openalex.org/W3092592393","https://openalex.org/W3094870629","https://openalex.org/W3096401097","https://openalex.org/W3100218246","https://openalex.org/W3108386612","https://openalex.org/W3114508073","https://openalex.org/W3137708979","https://openalex.org/W3139123774","https://openalex.org/W4213335346","https://openalex.org/W4229706427","https://openalex.org/W4250589301","https://openalex.org/W4300694379"],"related_works":["https://openalex.org/W2489379490","https://openalex.org/W2141031289","https://openalex.org/W2095293854","https://openalex.org/W2363143319","https://openalex.org/W2757616806","https://openalex.org/W1984909291","https://openalex.org/W2127198104","https://openalex.org/W2760919998","https://openalex.org/W4243844638","https://openalex.org/W2117722264"],"abstract_inverted_index":{"In":[0],"this":[1,99],"paper,":[2],"we":[3,68,112,164],"develop":[4],"a":[5,70,206],"unified":[6],"framework":[7],"for":[8,115],"IRS-aided":[9],"transceiver":[10,76,101,138],"designs":[11],"under":[12,78],"general":[13,79],"power":[14,80],"constraints":[15],"in":[16,65,126,141,219],"multiple-input":[17],"multiple-output":[18],"(MIMO)":[19],"systems":[20],"which":[21],"implement":[22],"interference":[23],"(pre-)subtraction":[24],"via":[25],"Tomlinson-Harashima":[26],"precoding":[27,130],"(THP)":[28],"or":[29],"Decision":[30],"Feedback":[31],"Equalization":[32],"(DFE)":[33,123],"technologies.":[34],"Armed":[35],"with":[36,82,145],"majorization":[37],"theory,":[38],"two":[39],"fundamental":[40],"classes":[41],"of":[42,51,54,59,73,176,216,231,240],"performance":[43,239],"criteria,":[44],"namely":[45],"K-increasing":[46],"Schur-concave":[47,117],"and":[48,89,148,180,236,246],"Schur-convex":[49,134],"functions":[50],"the":[52,60,74,93,107,119,128,136,152,161,174,177,181,186,201,214,217,228,232,237,241],"logarithm":[53],"Mean":[55],"Square":[56],"Error":[57],"(MSE)":[58],"data":[61,143],"stream,":[62],"are":[63],"investigated":[64],"depth.":[66],"Firstly,":[67],"propose":[69,166],"simplified":[71,100],"counterpart":[72],"optimal":[75,94,120,137],"design":[77,102,124,139],"constraints,":[81],"equivalence":[83],"guaranteed":[84],"by":[85,213],"Pareto":[86],"optimization":[87,170,175,244],"theory":[88],"Lagrange":[90],"duality.":[91],"Moreover,":[92],"semi-closed":[95],"form":[96],"solution":[97],"to":[98,151,172,195],"can":[103],"be":[104],"attained":[105],"using":[106],"modified":[108,233],"subgradient":[109,234],"method.":[110],"Next,":[111],"prove":[113],"that":[114],"any":[116,133],"objective,":[118,135],"nonlinear":[121],"THP":[122],"is":[125,193,209],"essence":[127],"linear":[129],"(equalization).":[131],"For":[132],"results":[140,226],"individual":[142],"streams":[144],"equal":[146],"MSEs,":[147],"thereby":[149],"reduces":[150],"Gaussian":[153],"mutual":[154],"information":[155],"maximization":[156],"based":[157],"design.":[158],"Based":[159],"on":[160],"above":[162],"conclusions,":[163],"further":[165],"an":[167],"efficient":[168],"alternating":[169,243],"algorithm":[171,245],"decouple":[173],"transmit":[178],"precoder":[179],"IRS":[182,218],"reflection":[183],"coefficients,":[184],"where":[185],"classical":[187],"successive":[188],"convex":[189],"approximation":[190],"(SCA)":[191],"technique":[192],"applied":[194],"fight":[196],"against":[197],"non-convex":[198],"subproblems.":[199],"From":[200],"low":[202],"computational":[203],"complexity":[204],"perspective,":[205],"two-stage":[207,247],"scheme":[208],"also":[210],"developed":[211],"inspired":[212],"capability":[215],"constructing":[220],"favorable":[221],"wireless":[222],"links.":[223],"Finally,":[224],"numerical":[225],"show":[227],"global":[229],"optimality":[230],"method":[235],"excellent":[238],"proposed":[242],"scheme.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
