{"id":"https://openalex.org/W2794190039","doi":"https://doi.org/10.1109/jstsp.2018.2818063","title":"Bayesian Optimal Data Detector for Hybrid mmWave MIMO-OFDM Systems With Low-Resolution ADCs","display_name":"Bayesian Optimal Data Detector for Hybrid mmWave MIMO-OFDM Systems With Low-Resolution ADCs","publication_year":2018,"publication_date":"2018-03-21","ids":{"openalex":"https://openalex.org/W2794190039","doi":"https://doi.org/10.1109/jstsp.2018.2818063","mag":"2794190039"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2018.2818063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2018.2818063","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1803.09190","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044818286","display_name":"Hengtao He","orcid":"https://orcid.org/0000-0002-4659-6941"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hengtao He","raw_affiliation_strings":["Southeast University, Nanjing, Jiangsu, CN"],"raw_orcid":"https://orcid.org/0000-0002-4659-6941","affiliations":[{"raw_affiliation_string":"Southeast University, Nanjing, Jiangsu, CN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024436944","display_name":"Chao-Kai Wen","orcid":"https://orcid.org/0000-0001-5952-232X"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Kai Wen","raw_affiliation_strings":["National Sun Yat-sen University, Kaohsiung, TW"],"raw_orcid":"https://orcid.org/0000-0001-5952-232X","affiliations":[{"raw_affiliation_string":"National Sun Yat-sen University, Kaohsiung, TW","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013079905","display_name":"Shi Jin","orcid":"https://orcid.org/0000-0003-0271-6021"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shi Jin","raw_affiliation_strings":["Southeast University, Nanjing, Jiangsu, CN"],"raw_orcid":"https://orcid.org/0000-0003-0271-6021","affiliations":[{"raw_affiliation_string":"Southeast University, Nanjing, Jiangsu, CN","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.7254,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.97805634,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"12","issue":"3","first_page":"469","last_page":"483"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9987999796867371,"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":0.747222363948822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6782696843147278},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6380385756492615},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5716818571090698},{"id":"https://openalex.org/keywords/precoding","display_name":"Precoding","score":0.5167967081069946},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4691661298274994},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.4479828476905823},{"id":"https://openalex.org/keywords/minimum-mean-square-error","display_name":"Minimum mean square error","score":0.41410592198371887},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4036279320716858},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18764853477478027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16916632652282715},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1520586609840393}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.747222363948822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6782696843147278},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6380385756492615},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5716818571090698},{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.5167967081069946},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4691661298274994},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.4479828476905823},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.41410592198371887},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4036279320716858},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18764853477478027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16916632652282715},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1520586609840393},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jstsp.2018.2818063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2018.2818063","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1803.09190","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.09190","pdf_url":"https://arxiv.org/pdf/1803.09190","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-126249","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000433906200006","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1803.09190","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.09190","pdf_url":"https://arxiv.org/pdf/1803.09190","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7575186595","display_name":null,"funder_award_id":"MOST 106-2221-E-110-019","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G8616498718","display_name":null,"funder_award_id":"61531011","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"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W836396136","https://openalex.org/W1432778544","https://openalex.org/W1527520754","https://openalex.org/W1530423018","https://openalex.org/W1557575961","https://openalex.org/W1560563382","https://openalex.org/W1760105601","https://openalex.org/W1763302039","https://openalex.org/W1776974347","https://openalex.org/W1892643793","https://openalex.org/W1967084746","https://openalex.org/W1977099572","https://openalex.org/W1980235469","https://openalex.org/W1991608775","https://openalex.org/W2016999686","https://openalex.org/W2018322127","https://openalex.org/W2024810275","https://openalex.org/W2031858701","https://openalex.org/W2038329885","https://openalex.org/W2053521124","https://openalex.org/W2111953900","https://openalex.org/W2128142674","https://openalex.org/W2141058125","https://openalex.org/W2145412765","https://openalex.org/W2150246019","https://openalex.org/W2166670884","https://openalex.org/W2167956149","https://openalex.org/W2189415357","https://openalex.org/W2195693430","https://openalex.org/W2239825991","https://openalex.org/W2254069717","https://openalex.org/W2259323981","https://openalex.org/W2262641688","https://openalex.org/W2272804037","https://openalex.org/W2281640263","https://openalex.org/W2293354578","https://openalex.org/W2326812357","https://openalex.org/W2345417877","https://openalex.org/W2400729854","https://openalex.org/W2518974416","https://openalex.org/W2520289511","https://openalex.org/W2533046718","https://openalex.org/W2576470104","https://openalex.org/W2597206177","https://openalex.org/W2605765189","https://openalex.org/W2609243569","https://openalex.org/W2651491514","https://openalex.org/W2798333393","https://openalex.org/W2963521429","https://openalex.org/W2963783167","https://openalex.org/W3099416516","https://openalex.org/W3099569782","https://openalex.org/W3100688274","https://openalex.org/W3103143328","https://openalex.org/W3104166565","https://openalex.org/W3104906839","https://openalex.org/W3105033759","https://openalex.org/W3105846222","https://openalex.org/W6633502563","https://openalex.org/W6656573014","https://openalex.org/W6682050424","https://openalex.org/W6684101231","https://openalex.org/W6713155927"],"related_works":["https://openalex.org/W4281688526","https://openalex.org/W2152088989","https://openalex.org/W2756419127","https://openalex.org/W4366493479","https://openalex.org/W2905893439","https://openalex.org/W3135374966","https://openalex.org/W2953205382","https://openalex.org/W2489379490","https://openalex.org/W2141031289","https://openalex.org/W2084220612"],"abstract_inverted_index":{"Hybrid":[0],"analog\u2013digital":[1],"precoding":[2],"architectures":[3],"and":[4,17,61,124,151,185,203,221],"low-resolution":[5,62,74,200,236],"analog-to-digital":[6],"converter":[7],"(ADC)":[8],"receivers":[9],"are":[10,64,154],"two":[11],"solutions":[12],"to":[13,68,93,127,162,239],"reduce":[14],"hardware":[15],"cost":[16],"power":[18],"consumption":[19],"for":[20,206,225],"millimeter":[21],"wave":[22],"(mmWave)":[23],"multiple-input":[24],"multiple-output":[25],"(MIMO)":[26],"communication":[27],"systems":[28,242],"with":[29,46],"large":[30],"antenna":[31],"arrays.":[32],"In":[33],"this":[34,95,191],"study,":[35],"we":[36,106,138,157],"consider":[37],"a":[38,47,53,85,99,108,116,128,140,198,207,234],"mmWave":[39],"MIMO-orthogonal":[40],"frequency":[41,58],"division":[42],"multiplexing":[43],"(OFDM)":[44],"receiver":[45],"generalized":[48,100],"hybrid":[49],"architecture":[50,209],"in":[51,143,170],"which":[52,144,174],"small":[54],"number":[55],"of":[56,78,134,167,196,217],"radio":[57],"(RF)":[59],"chains":[60,202,238],"ADCs":[63,205],"employed":[65],"simultaneously.":[66],"Owing":[67],"the":[69,76,164,168,171,178,194,215],"strong":[70],"nonlinearity":[71],"introduced":[72],"by":[73],"ADCs,":[75],"task":[77],"data":[79,88,111,122],"detection":[80,112],"is":[81,125,210],"challenging,":[82],"particularly":[83],"achieving":[84],"Bayesian":[86],"optimal":[87,192],"detection.":[89],"This":[90],"study":[91,163],"aims":[92],"fill":[94],"gap.":[96],"By":[97],"using":[98],"expectation":[101],"consistent":[102],"signal":[103],"recovery":[104],"technique,":[105],"propose":[107],"computationally":[109],"efficient":[110],"algorithm":[113],"that":[114,232],"provides":[115],"minimum":[117],"mean-square":[118,183],"error":[119,184,187],"estimate":[120],"on":[121,190],"symbols":[123],"extended":[126],"mixed-ADC":[129,208],"architecture.":[130],"Considering":[131],"particular":[132],"structure":[133],"MIMO-OFDM":[135],"channel":[136],"matrix,":[137],"provide":[139],"low-complexity":[141],"realization":[142],"only":[145],"fast":[146],"fourier":[147],"transform":[148],"(FFT)":[149],"operation":[150],"matrix-vector":[152],"multiplications":[153],"required.":[155],"Furthermore,":[156],"present":[158],"an":[159],"analytical":[160],"framework":[161],"theoretical":[165,219],"performance":[166,179],"detector":[169],"large-system":[172],"limit,":[173],"can":[175,222,243],"precisely":[176],"evaluate":[177],"expressions,":[180],"such":[181],"as":[182],"symbol":[186],"rate.":[188],"Based":[189],"detector,":[193],"potential":[195],"adding":[197,233],"few":[199,235],"RF":[201,237],"high-resolution":[204],"investigated.":[211],"Simulation":[212],"results":[213,230],"confirm":[214],"accuracy":[216],"our":[218],"analysis":[220],"be":[223],"used":[224],"system":[226],"design":[227],"rapidly.":[228],"The":[229],"reveal":[231],"original":[240],"unquantized":[241],"obtain":[244],"significant":[245],"gains.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2018-03-29T00:00:00"}