{"id":"https://openalex.org/W2024518655","doi":"https://doi.org/10.1109/tvt.2013.2260572","title":"A Novel Monte-Carlo-Sampling-Based Receiver for Large-Scale Uplink Multiuser MIMO Systems","display_name":"A Novel Monte-Carlo-Sampling-Based Receiver for Large-Scale Uplink Multiuser MIMO Systems","publication_year":2013,"publication_date":"2013-04-29","ids":{"openalex":"https://openalex.org/W2024518655","doi":"https://doi.org/10.1109/tvt.2013.2260572","mag":"2024518655"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2013.2260572","doi":"https://doi.org/10.1109/tvt.2013.2260572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2013.2260572","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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 Vehicular Technology","raw_type":"journal-article"},"volume":null,"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/A5111899335","display_name":"Tanumay Datta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanumay Datta","raw_affiliation_strings":["Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103571732","display_name":"Naveen Kumar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Ashok Kumar","raw_affiliation_strings":["Broadcom India Research Private Ltd., Bangalore, India","Broadcom India Res. Private Ltd., Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Broadcom India Research Private Ltd., Bangalore, India","institution_ids":[]},{"raw_affiliation_string":"Broadcom India Res. Private Ltd., Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076764000","display_name":"A. Chockalingam","orcid":"https://orcid.org/0000-0003-0701-0327","observed_orcids":["https://orcid.org/0000-0003-0701-0327"]},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Chockalingam","raw_affiliation_strings":["Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015398340","display_name":"Balaji Sundar Rajan","orcid":"https://orcid.org/0000-0002-7847-0200","observed_orcids":["https://orcid.org/0000-0002-7847-0200"]},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Sundar Rajan","raw_affiliation_strings":["Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":6.2304,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.96801609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":100},"biblio":{"volume":"62","issue":"7","first_page":"3019","last_page":"3038"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.8715999722480774,"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":0.8715999722480774,"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":0.11209999769926071,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.0017999999690800905,"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/monte-carlo-sampling","display_name":"Monte Carlo sampling","score":0.8240000009536743},{"id":"https://openalex.org/keywords/signal-detection","display_name":"signal detection","score":0.6769999861717224},{"id":"https://openalex.org/keywords/channel-estimation","display_name":"channel estimation","score":0.9710000157356262},{"id":"https://openalex.org/keywords/gibbs-sampling","display_name":"Gibbs sampling","score":0.9580000042915344},{"id":"https://openalex.org/keywords/large-scale-antenna-systems","display_name":"large-scale antenna systems","score":0.7110000252723694},{"id":"https://openalex.org/keywords/m-qam","display_name":"M-QAM","score":0.6759999990463257},{"id":"https://openalex.org/keywords/low-complexity-receiver","display_name":"low-complexity receivers","score":0.7649999856948853},{"id":"https://openalex.org/keywords/channel-reciprocity","display_name":"channel reciprocity","score":0.8600000143051147},{"id":"https://openalex.org/keywords/downlink-precoding","display_name":"downlink precoding","score":0.8050000071525574},{"id":"https://openalex.org/keywords/time-division-duplex","display_name":"time division duplex","score":0.7910000085830688}],"concepts":[{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.7182050347328186},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.661433756351471},{"id":"https://openalex.org/C158424031","wikidata":"https://www.wikidata.org/wiki/Q1191905","display_name":"Gibbs sampling","level":3,"score":0.595608115196228},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5711570382118225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5623084306716919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5403644442558289},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4950655996799469},{"id":"https://openalex.org/C160562895","wikidata":"https://www.wikidata.org/wiki/Q7239557","display_name":"Precoding","level":4,"score":0.46679314970970154},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4601026773452759},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.4279448091983795},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.41026031970977783},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3514747619628906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26433295011520386},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22069865465164185},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2005721926689148},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2002338469028473},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.16684365272521973},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.14459580183029175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10267496109008789},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.09058353304862976},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.07635226845741272}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvt.2013.2260572","doi":"https://doi.org/10.1109/tvt.2013.2260572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2013.2260572","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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 Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:eprints.iisc.ac.in:47620","doi":null,"is_oa":false,"landing_page_url":"http://eprints.iisc.ac.in/47620/1/IEEE_Tra_Veh_Tech_62-7_3019_2013.pdf","pdf_url":"http://eprints.iisc.ac.in/47620/1/IEEE_Tra_Veh_Tech_62-7_3019_2013.pdf","source":{"id":"https://openalex.org/S4377196309","display_name":"NOT FOUND REPOSITORY (Indian Institute of Science Bangalore)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.648.358","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.648.358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ece.iisc.ernet.in/~achockal/pdf_files/tvt_2013.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1508642566","https://openalex.org/W1589640982","https://openalex.org/W1607198972","https://openalex.org/W1667950888","https://openalex.org/W1721817043","https://openalex.org/W1971443733","https://openalex.org/W1977207404","https://openalex.org/W1984743304","https://openalex.org/W1997834106","https://openalex.org/W2005853622","https://openalex.org/W2006726173","https://openalex.org/W2070142195","https://openalex.org/W2077976567","https://openalex.org/W2080670035","https://openalex.org/W2084304524","https://openalex.org/W2090539639","https://openalex.org/W2101870477","https://openalex.org/W2105324718","https://openalex.org/W2107201697","https://openalex.org/W2107676891","https://openalex.org/W2110952267","https://openalex.org/W2112059973","https://openalex.org/W2121315337","https://openalex.org/W2121733881","https://openalex.org/W2122048826","https://openalex.org/W2128513990","https://openalex.org/W2129583471","https://openalex.org/W2130509920","https://openalex.org/W2130933062","https://openalex.org/W2137226580","https://openalex.org/W2143528646","https://openalex.org/W2147200311","https://openalex.org/W2147601077","https://openalex.org/W2152545931","https://openalex.org/W2156811678","https://openalex.org/W2159550320","https://openalex.org/W2165203736","https://openalex.org/W2539198515","https://openalex.org/W4205747222","https://openalex.org/W4292691288"],"related_works":["https://openalex.org/W2130500323","https://openalex.org/W2070142195","https://openalex.org/W2800594146","https://openalex.org/W2775728240","https://openalex.org/W2900442439","https://openalex.org/W2785724275","https://openalex.org/W2565839544","https://openalex.org/W4211098733","https://openalex.org/W2015232638","https://openalex.org/W2786671969"],"abstract_inverted_index":{"In":[0,206],"this":[1],"paper,":[2],"we":[3],"propose":[4],"low-complexity":[5],"algorithms":[6],"based":[7],"on":[8,18,224],"Monte":[9],"Carlo":[10],"sampling":[11,53,62,66,140],"for":[12,71,77,85,125,160,220,239],"signal":[13],"detection":[14,72,86,100,120,156,201],"and":[15,38,63,73,101,167,171,175,236],"channel":[16,78,180,189,211,215],"estimation":[17,79,181],"the":[19,34,88,119,133,188,192,198,203,225],"uplink":[20,43],"in":[21,67,97,105,118],"large-scale":[22],"multiuser":[23,221],"multiple-input-multiple-output":[24],"(MIMO)":[25],"systems":[26,107,209],"with":[27,108,144,150,197],"tens":[28],"to":[29,232],"hundreds":[30],"of":[31,42,136,164,187],"antennas":[32,166,174],"at":[33,92,129],"base":[35],"station":[36],"(BS)":[37],"a":[39,50,57,74,137,145,161],"similar":[40],"number":[41,163],"users.":[44],"A":[45,115],"BS":[46,165,173],"receiver":[47,229],"that":[48,122],"employs":[49],"novel":[51,116],"mixed":[52,138],"technique":[54],"(which":[55],"makes":[56],"probabilistic":[58],"choice":[59],"between":[60],"Gibbs":[61,139],"random":[64],"uniform":[65],"each":[68],"coordinate":[69],"update)":[70],"Gibbs-sampling-based":[75,99,179],"method":[76],"is":[80,123,132,158,230],"proposed.":[81],"The":[82,177,227],"algorithm":[83,121,182],"proposed":[84,178,199,228],"alleviates":[87],"stalling":[89],"problem":[90],"encountered":[91],"high":[93],"signal-to-noise":[94],"ratios":[95],"(SNRs)":[96],"conventional":[98],"achieves":[102],"near-optimal":[103,127],"performance":[104,128,157,235],"large":[106,162,240],"M-ary":[109],"quadrature":[110],"amplitude":[111],"modulation":[112],"(":[113],"M-QAM).":[114],"ingredient":[117],"responsible":[124],"achieving":[126],"low":[130],"complexity":[131],"joint":[134],"use":[135],"(MGS)":[141],"strategy":[142,149],"coupled":[143],"multiple":[146],"restart":[147,153],"(MR)":[148],"an":[151,184],"efficient":[152],"criterion.":[154],"Near-optimal":[155],"demonstrated":[159],"users":[168],"(e.g.,":[169],"64":[170],"128":[172],"users).":[176],"refines":[183],"initial":[185],"estimate":[186],"obtained":[190],"during":[191,202],"pilot":[193],"phase":[194],"through":[195],"iterations":[196],"MGS-based":[200],"data":[204],"phase.":[205],"time-division":[207],"duplex":[208],"where":[210],"reciprocity":[212],"holds,":[213],"these":[214],"estimates":[216],"can":[217],"be":[218],"used":[219],"MIMO":[222],"precoding":[223],"downlink.":[226],"shown":[231],"achieve":[233],"good":[234],"scale":[237],"well":[238],"dimensions.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
