{"id":"https://openalex.org/W4390576472","doi":"https://doi.org/10.1109/tsp.2023.3336199","title":"Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection","display_name":"Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390576472","doi":"https://doi.org/10.1109/tsp.2023.3336199"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2023.3336199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2023.3336199","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/A5100401162","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0003-3528-558X"},"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":"Zheng Wang","raw_affiliation_strings":["School of Information Science and Engineering and the Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering and the Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005242197","display_name":"Yili Xia","orcid":"https://orcid.org/0000-0002-4402-8131"},"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":"Yili Xia","raw_affiliation_strings":["School of Information Science and Engineering and the Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering and the Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065795716","display_name":"Cong Ling","orcid":"https://orcid.org/0000-0001-7873-4862"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cong Ling","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056225611","display_name":"Yongming Huang","orcid":"https://orcid.org/0009-0009-2545-2875"},"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":"Yongming Huang","raw_affiliation_strings":["School of Information Science and Engineering and the Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering and the Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100401162"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":1.8327,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84562438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"580","last_page":"593"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9993000030517578,"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/decoding-methods","display_name":"Decoding methods","score":0.7805981636047363},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6694673895835876},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5723474621772766},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.5212091207504272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4936915338039398},{"id":"https://openalex.org/keywords/sequential-decoding","display_name":"Sequential decoding","score":0.46602770686149597},{"id":"https://openalex.org/keywords/list-decoding","display_name":"List decoding","score":0.44167137145996094},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4391896426677704},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4367510676383972},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43536388874053955},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3968246579170227},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.22062599658966064},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1406688392162323},{"id":"https://openalex.org/keywords/concatenated-error-correction-code","display_name":"Concatenated error correction code","score":0.0943073034286499},{"id":"https://openalex.org/keywords/block-code","display_name":"Block code","score":0.0788888931274414}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7805981636047363},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6694673895835876},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5723474621772766},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.5212091207504272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4936915338039398},{"id":"https://openalex.org/C193969084","wikidata":"https://www.wikidata.org/wiki/Q7452500","display_name":"Sequential decoding","level":4,"score":0.46602770686149597},{"id":"https://openalex.org/C204397858","wikidata":"https://www.wikidata.org/wiki/Q4437907","display_name":"List decoding","level":5,"score":0.44167137145996094},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4391896426677704},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4367510676383972},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43536388874053955},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3968246579170227},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.22062599658966064},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1406688392162323},{"id":"https://openalex.org/C78944582","wikidata":"https://www.wikidata.org/wiki/Q5158264","display_name":"Concatenated error correction code","level":4,"score":0.0943073034286499},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.0788888931274414},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2023.3336199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2023.3336199","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/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/G4152119378","display_name":null,"funder_award_id":"61720106003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G801768937","display_name":null,"funder_award_id":"BK20180420","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8335968205","display_name":null,"funder_award_id":"61771124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8872165694","display_name":null,"funder_award_id":"62371124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G900479562","display_name":null,"funder_award_id":"62225107","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/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"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":55,"referenced_works":["https://openalex.org/W637574335","https://openalex.org/W1506342804","https://openalex.org/W1600293573","https://openalex.org/W1918848090","https://openalex.org/W1966874439","https://openalex.org/W1967600006","https://openalex.org/W1997834106","https://openalex.org/W2024518655","https://openalex.org/W2032869031","https://openalex.org/W2052321444","https://openalex.org/W2060182887","https://openalex.org/W2065489737","https://openalex.org/W2069739265","https://openalex.org/W2090304286","https://openalex.org/W2107201697","https://openalex.org/W2111416661","https://openalex.org/W2114664664","https://openalex.org/W2128513990","https://openalex.org/W2138293524","https://openalex.org/W2138309709","https://openalex.org/W2139317044","https://openalex.org/W2140940105","https://openalex.org/W2141682101","https://openalex.org/W2147601077","https://openalex.org/W2161421047","https://openalex.org/W2293713317","https://openalex.org/W2294665748","https://openalex.org/W2296440432","https://openalex.org/W2298752043","https://openalex.org/W2529762032","https://openalex.org/W2773666931","https://openalex.org/W2786895426","https://openalex.org/W2883749581","https://openalex.org/W2909579741","https://openalex.org/W2912221037","https://openalex.org/W2953511316","https://openalex.org/W2962810704","https://openalex.org/W2962985151","https://openalex.org/W2981096252","https://openalex.org/W2982659485","https://openalex.org/W3006387471","https://openalex.org/W3046848100","https://openalex.org/W3059813204","https://openalex.org/W3104675979","https://openalex.org/W3105013332","https://openalex.org/W3109553356","https://openalex.org/W3121870447","https://openalex.org/W4205624883","https://openalex.org/W4242029747","https://openalex.org/W4285193176","https://openalex.org/W4292414116","https://openalex.org/W4300020534","https://openalex.org/W4302564868","https://openalex.org/W4302617909","https://openalex.org/W6635648854"],"related_works":["https://openalex.org/W4205451769","https://openalex.org/W3017203753","https://openalex.org/W2385322349","https://openalex.org/W2052976169","https://openalex.org/W2029144766","https://openalex.org/W2348545647","https://openalex.org/W2983681086","https://openalex.org/W2369600518","https://openalex.org/W2089275957","https://openalex.org/W2165241191"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,6,12,39,48,60,66,89,97,113,120,126,130,146],"paradigm":[4],"of":[5,58,68,129,156],"traditional":[7],"iterative":[8,31,50],"decoding":[9,32,42,53,63,80,121,135],"schemes":[10],"for":[11,153],"uplink":[13],"large-scale":[14,157],"MIMO":[15,158],"detection":[16],"is":[17,35,56,105,150],"extended":[18],"by":[19,38,93,119],"sampling":[20,52],"in":[21,108],"an":[22],"Markov":[23,69,90,114],"chain":[24,91],"Monte":[25],"Carlo":[26],"(MCMC)":[27],"way.":[28],"Different":[29],"from":[30],"whose":[33],"performance":[34,64,136],"upper":[36],"bounded":[37],"suboptimal":[40,77],"linear":[41],"scheme":[43],"like":[44],"ZF":[45],"or":[46],"MMSE,":[47],"proposed":[49,147],"random":[51],"(IRSD)":[54],"algorithm":[55,95,149],"capable":[57],"achieving":[59],"optimal":[61,79],"ML":[62],"with":[65,123],"increment":[67],"moves,":[70],"thus":[71],"establishing":[72],"a":[73],"flexible":[74],"trade-off":[75],"between":[76],"and":[78,100,138],"performance.":[81],"According":[82],"to":[83,125],"convergence":[84,103],"analysis,":[85],"we":[86],"show":[87],"that":[88,145],"induced":[92],"IRSD":[94,148],"experiences":[96],"exponential":[98],"convergence,":[99],"its":[101],"related":[102],"rate":[104],"also":[106,142],"derived":[107],"detail.":[109],"Based":[110],"on":[111],"it,":[112],"mixing":[115],"becomes":[116],"tractable,":[117],"followed":[118],"optimization":[122],"respect":[124],"standard":[127],"deviation":[128],"target":[131],"distribution.":[132],"Meanwhile,":[133],"further":[134],"enhancement":[137],"parallel":[139],"implementation":[140],"are":[141],"studied":[143],"so":[144],"well":[151],"suited":[152],"various":[154],"cases":[155],"systems.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}