{"id":"https://openalex.org/W4385413422","doi":"https://doi.org/10.1109/tcomm.2023.3299974","title":"Robust MIMO Detection With Imperfect CSI: A Neural Network Solution","display_name":"Robust MIMO Detection With Imperfect CSI: A Neural Network Solution","publication_year":2023,"publication_date":"2023-07-31","ids":{"openalex":"https://openalex.org/W4385413422","doi":"https://doi.org/10.1109/tcomm.2023.3299974"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2023.3299974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2023.3299974","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/A5101937658","display_name":"Yi Sun","orcid":"https://orcid.org/0000-0002-7211-4686"},"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":true,"raw_author_name":"Yi Sun","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062298555","display_name":"Hong Shen","orcid":null},"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":"Hong Shen","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013867024","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0001-9341-8382"},"institutions":[{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]},{"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":"Wei Xu","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","Purple Mountain Laboratories, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Purple Mountain Laboratories, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015053416","display_name":"Nan Hu","orcid":"https://orcid.org/0009-0005-7221-7748"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Hu","raw_affiliation_strings":["Institute of Wireless and Terminal Technology and the China Mobile Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Wireless and Terminal Technology and the China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036568860","display_name":"Chunming Zhao","orcid":"https://orcid.org/0000-0002-2624-7322"},"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":"Chunming Zhao","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"affiliations":[{"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":5,"corresponding_author_ids":["https://openalex.org/A5101937658"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":1.0295,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76182905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"71","issue":"10","first_page":"5877","last_page":"5892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9994000196456909,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9994000196456909,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9969000220298767,"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/mimo","display_name":"MIMO","score":0.6878960132598877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677941620349884},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6380588412284851},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.604143500328064},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5739652514457703},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5139219760894775},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45964810252189636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45163094997406006},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.44758597016334534},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4179578125476837},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.347933828830719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23015812039375305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1863671839237213},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1381525993347168},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11612880229949951}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6878960132598877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677941620349884},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6380588412284851},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.604143500328064},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5739652514457703},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5139219760894775},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45964810252189636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45163094997406006},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.44758597016334534},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4179578125476837},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.347933828830719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23015812039375305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1863671839237213},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1381525993347168},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11612880229949951},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2023.3299974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2023.3299974","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/G1808910581","display_name":null,"funder_award_id":"62271137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2374063051","display_name":null,"funder_award_id":"2242022K60002","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5426898190","display_name":null,"funder_award_id":"2242023K5003","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6546769403","display_name":null,"funder_award_id":"62022026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6886274034","display_name":null,"funder_award_id":"BK20201263","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329515","display_name":"China Mobile Research Institute","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1515272691","https://openalex.org/W1907710130","https://openalex.org/W2023409468","https://openalex.org/W2028575156","https://openalex.org/W2037603831","https://openalex.org/W2065489737","https://openalex.org/W2075505133","https://openalex.org/W2092575814","https://openalex.org/W2096582553","https://openalex.org/W2098061185","https://openalex.org/W2100090880","https://openalex.org/W2127401968","https://openalex.org/W2132725307","https://openalex.org/W2138293524","https://openalex.org/W2139317044","https://openalex.org/W2156019333","https://openalex.org/W2167804000","https://openalex.org/W2804075771","https://openalex.org/W2886374543","https://openalex.org/W2893910439","https://openalex.org/W2948226226","https://openalex.org/W2962882009","https://openalex.org/W2963190722","https://openalex.org/W2963836746","https://openalex.org/W2964121960","https://openalex.org/W2966932878","https://openalex.org/W2978241208","https://openalex.org/W3008026851","https://openalex.org/W3018620303","https://openalex.org/W3046585339","https://openalex.org/W3090564505","https://openalex.org/W3096252532","https://openalex.org/W3099281970","https://openalex.org/W3132528725","https://openalex.org/W3133902371","https://openalex.org/W3162014174","https://openalex.org/W3168950276","https://openalex.org/W3174984656","https://openalex.org/W3192578430","https://openalex.org/W4206681959","https://openalex.org/W4285124389","https://openalex.org/W4292363360","https://openalex.org/W4300788171","https://openalex.org/W4302373953","https://openalex.org/W4309263452","https://openalex.org/W4317794926","https://openalex.org/W6630732035"],"related_works":["https://openalex.org/W2366906938","https://openalex.org/W2349391998","https://openalex.org/W4205655149","https://openalex.org/W2000775715","https://openalex.org/W2795393339","https://openalex.org/W2059045613","https://openalex.org/W884630482","https://openalex.org/W2025723618","https://openalex.org/W2552025594","https://openalex.org/W4211013851"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,57,130],"investigate":[4],"the":[5,36,42,47,52,87,102,113,117,127,147,152,155,162,167,173],"design":[6],"of":[7,64,154,166],"statistically":[8],"robust":[9,24,79,108,135,157,169],"detectors":[10,175],"for":[11],"multi-input":[12],"multi-output":[13],"(MIMO)":[14],"systems":[15],"subject":[16],"to":[17,100],"imperfect":[18],"channel":[19,43,48,140],"state":[20],"information":[21],"(CSI).":[22],"A":[23],"maximum":[25],"likelihood":[26],"(ML)":[27],"detection":[28,80,170],"problem":[29],"is":[30,83,110,123],"formulated":[31],"by":[32,40,85],"taking":[33],"into":[34],"consideration":[35],"CSI":[37,148,178],"uncertainties":[38],"caused":[39],"both":[41,92],"estimation":[44],"error":[45],"and":[46,90,94,116,150],"variation.":[49],"To":[50],"address":[51],"challenging":[53],"discrete":[54],"optimization":[55],"problem,":[56],"propose":[58],"an":[59],"efficient":[60],"alternating":[61],"direction":[62],"method":[63],"multipliers":[65],"(ADMM)-based":[66],"algorithm,":[67],"which":[68,143],"only":[69],"requires":[70],"calculating":[71],"closed-form":[72],"solutions":[73],"in":[74,98],"each":[75],"iteration.":[76],"Furthermore,":[77],"a":[78,105,133],"network":[81,121],"RADMMNet":[82],"constructed":[84],"unfolding":[86,120],"ADMM":[88],"iterations":[89],"employing":[91],"model-driven":[93],"data-driven":[95],"philosophies.":[96],"Moreover,":[97],"order":[99],"relieve":[101],"computational":[103],"burden,":[104],"low-complexity":[106],"ADMM-based":[107],"detector":[109],"developed":[111],"using":[112],"Gaussian":[114],"approximation,":[115],"corresponding":[118],"deep":[119],"LCRADMMNet":[122],"further":[124],"established.":[125],"On":[126],"other":[128],"hand,":[129],"also":[131],"provide":[132],"novel":[134],"data-aided":[136],"Kalman":[137],"filter":[138],"(RDAKF)-based":[139],"tracking":[141],"method,":[142],"can":[144],"effectively":[145],"refine":[146],"accuracy":[149],"improve":[151],"performance":[153,164],"proposed":[156,168],"detectors.":[158],"Simulation":[159],"results":[160],"validate":[161],"significant":[163],"advantages":[165],"networks":[171],"over":[172],"non-robust":[174],"with":[176],"different":[177],"acquisition":[179],"methods.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
