{"id":"https://openalex.org/W2777627674","doi":"https://doi.org/10.1109/tsp.2017.2786256","title":"One-Bit Quantized Massive MIMO Detection Based on Variational Approximate Message Passing","display_name":"One-Bit Quantized Massive MIMO Detection Based on Variational Approximate Message Passing","publication_year":2017,"publication_date":"2017-12-22","ids":{"openalex":"https://openalex.org/W2777627674","doi":"https://doi.org/10.1109/tsp.2017.2786256","mag":"2777627674"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2017.2786256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2017.2786256","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/A5100751311","display_name":"Zhaoyang Zhang","orcid":"https://orcid.org/0000-0003-2346-6228"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaoyang Zhang","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China","institution_ids":["https://openalex.org/I4210141176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049877578","display_name":"Xiao Cai","orcid":"https://orcid.org/0000-0002-2323-4972"},"institutions":[{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Cai","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China","institution_ids":["https://openalex.org/I4210141176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654349","display_name":"Chunguang Li","orcid":"https://orcid.org/0000-0003-3147-1553"},"institutions":[{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunguang Li","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China","institution_ids":["https://openalex.org/I4210141176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024046434","display_name":"Caijun Zhong","orcid":"https://orcid.org/0000-0002-9960-7800"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caijun Zhong","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang, China","institution_ids":["https://openalex.org/I4210141176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027155270","display_name":"Huaiyu Dai","orcid":"https://orcid.org/0000-0002-0078-4891"},"institutions":[{"id":"https://openalex.org/I2801313472","display_name":"North Central State College","ror":"https://ror.org/04b6b6f76","country_code":"US","type":"education","lineage":["https://openalex.org/I2801313472"]},{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huaiyu Dai","raw_affiliation_strings":["Department of Electrical and Computer Engineering, NC State University, Raleigh, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, NC State University, Raleigh, USA","institution_ids":["https://openalex.org/I137902535","https://openalex.org/I2801313472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100751311"],"corresponding_institution_ids":["https://openalex.org/I4210141176","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":4.4436,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95176099,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"66","issue":"9","first_page":"2358","last_page":"2373"},"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":0.9991000294685364,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9987999796867371,"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/message-passing","display_name":"Message passing","score":0.7992665767669678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6919278502464294},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6830978989601135},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5809051990509033},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.561822235584259},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5356184244155884},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5261190533638},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.45649874210357666},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4148324131965637},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11842679977416992},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.09422126412391663}],"concepts":[{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.7992665767669678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919278502464294},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6830978989601135},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5809051990509033},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.561822235584259},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5356184244155884},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5261190533638},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.45649874210357666},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4148324131965637},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11842679977416992},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.09422126412391663},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2017.2786256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2017.2786256","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":[],"awards":[{"id":"https://openalex.org/G1561785553","display_name":null,"funder_award_id":"61725104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4140924936","display_name":null,"funder_award_id":"61631003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7718851345","display_name":null,"funder_award_id":"61371094","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1496451467","https://openalex.org/W1510028821","https://openalex.org/W1536930200","https://openalex.org/W1663973292","https://openalex.org/W1763302039","https://openalex.org/W1892643793","https://openalex.org/W1919880533","https://openalex.org/W1959879694","https://openalex.org/W1980235469","https://openalex.org/W2000721204","https://openalex.org/W2010720673","https://openalex.org/W2016892363","https://openalex.org/W2017068817","https://openalex.org/W2023487218","https://openalex.org/W2042792015","https://openalex.org/W2061625134","https://openalex.org/W2075505133","https://openalex.org/W2076038390","https://openalex.org/W2082029531","https://openalex.org/W2085413605","https://openalex.org/W2095786348","https://openalex.org/W2098725264","https://openalex.org/W2101887881","https://openalex.org/W2116142355","https://openalex.org/W2128513990","https://openalex.org/W2147601077","https://openalex.org/W2150859678","https://openalex.org/W2156588541","https://openalex.org/W2159080219","https://openalex.org/W2163647396","https://openalex.org/W2166286744","https://openalex.org/W2166670884","https://openalex.org/W2259323981","https://openalex.org/W2402821993","https://openalex.org/W2566505556","https://openalex.org/W2599170098","https://openalex.org/W2610971674","https://openalex.org/W2731117906","https://openalex.org/W2798149936","https://openalex.org/W2963206527","https://openalex.org/W3098848552","https://openalex.org/W3105846222","https://openalex.org/W3106282754","https://openalex.org/W4206502013","https://openalex.org/W4293871798","https://openalex.org/W6656493557","https://openalex.org/W6669727789","https://openalex.org/W6713112150","https://openalex.org/W6713155927","https://openalex.org/W6741167365"],"related_works":["https://openalex.org/W2978729728","https://openalex.org/W4288966080","https://openalex.org/W2545343974","https://openalex.org/W4291895924","https://openalex.org/W1530347314","https://openalex.org/W1783583321","https://openalex.org/W2510374584","https://openalex.org/W2134852660","https://openalex.org/W2792172447","https://openalex.org/W4224883704"],"abstract_inverted_index":{"One-bit":[0],"quantization":[1],"can":[2,142],"significantly":[3],"reduce":[4],"the":[5,16,25,37,51,80,84,90,117,130],"massive":[6,71],"multiple-input":[7],"and":[8,89,102,123],"multiple-output":[9],"(MIMO)":[10],"system":[11,26],"hardware":[12],"complexity,":[13],"but":[14],"at":[15],"same":[17],"time":[18],"it":[19,30],"also":[20,124],"brings":[21],"great":[22],"challenges":[23],"to":[24,33,44,78,97],"algorithm":[27,61,88,96],"design.":[28],"Specifically,":[29],"is":[31,74],"difficult":[32],"recover":[34],"information":[35],"from":[36],"highly":[38],"distorted":[39],"samples":[40],"as":[41,43],"well":[42],"obtain":[45],"accurate":[46],"channel":[47,100],"estimation":[48,101],"without":[49],"increasing":[50],"number":[52],"of":[53,82,121,155],"pilots.":[54],"In":[55],"this":[56],"paper,":[57],"a":[58,106,126,152],"novel":[59],"inference":[60,87],"called":[62],"variational":[63,85],"approximate":[64],"message":[65,94],"passing":[66,95],"(VAMP)":[67],"for":[68,129],"one-bit":[69],"quantized":[70],"MIMO":[72],"receiver":[73],"developed,":[75],"which":[76],"attempts":[77],"exploit":[79],"advantages":[81],"both":[83],"Bayesian":[86],"bilinear":[91],"generalized":[92],"approximated":[93],"accomplish":[98],"joint":[99],"data":[103,131],"detection":[104,132,145],"in":[105,151],"closed":[107],"form":[108],"with":[109,147],"first-order":[110],"complexity.":[111],"Asymptotic":[112],"state":[113],"evolution":[114],"analysis":[115],"indicates":[116],"fast":[118],"convergence":[119],"rate":[120],"VAMP":[122,141],"provides":[125],"lower":[127],"bound":[128],"error.":[133],"Moreover,":[134],"through":[135],"extensive":[136],"simulations,":[137],"we":[138],"show":[139],"that":[140],"achieve":[143],"excellent":[144],"performance":[146],"low":[148],"pilot":[149],"overhead":[150],"wide":[153],"range":[154],"scenarios.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
