{"id":"https://openalex.org/W3013759091","doi":"https://doi.org/10.1109/icnc47757.2020.9049770","title":"Deep learning based likelihood ascent search detection algorithm for uplink multiuser Massive MIMO system","display_name":"Deep learning based likelihood ascent search detection algorithm for uplink multiuser Massive MIMO system","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3013759091","doi":"https://doi.org/10.1109/icnc47757.2020.9049770","mag":"3013759091"},"language":"en","primary_location":{"id":"doi:10.1109/icnc47757.2020.9049770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc47757.2020.9049770","pdf_url":null,"source":{"id":"https://openalex.org/S4306498707","display_name":"2020 International Conference on Computing, Networking and Communications (ICNC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100412927","display_name":"Lin Li","orcid":"https://orcid.org/0000-0003-0754-8143"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Li","raw_affiliation_strings":["School of Internet of Things, Nanjing University of Posts and Telecommunications, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Internet of Things, Nanjing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101940082","display_name":"Weixiao Meng","orcid":"https://orcid.org/0000-0001-8938-2866"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixiao Meng","raw_affiliation_strings":["Communications Research Center, Harbin Institute of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communications Research Center, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7891,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82630613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2020","issue":null,"first_page":"866","last_page":"870"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9990000128746033,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9990000128746033,"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":0.9810000061988831,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/algorithm","display_name":"Algorithm","score":0.6865676641464233},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6578329801559448},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.5737257599830627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5589569211006165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48157668113708496},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.4519680142402649},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.422137975692749},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3649159073829651},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.2596835494041443},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16915303468704224},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.09700578451156616}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6865676641464233},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6578329801559448},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.5737257599830627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5589569211006165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48157668113708496},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.4519680142402649},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.422137975692749},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3649159073829651},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.2596835494041443},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16915303468704224},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.09700578451156616}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icnc47757.2020.9049770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc47757.2020.9049770","pdf_url":null,"source":{"id":"https://openalex.org/S4306498707","display_name":"2020 International Conference on Computing, Networking and Communications (ICNC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"},{"id":"mag:3176205021","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002287938647223","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1557505599","https://openalex.org/W1804181135","https://openalex.org/W2050308627","https://openalex.org/W2101870477","https://openalex.org/W2139317044","https://openalex.org/W2204471472","https://openalex.org/W2296366773","https://openalex.org/W2595187708","https://openalex.org/W2605344455","https://openalex.org/W2610968021","https://openalex.org/W2800319120","https://openalex.org/W2810482148","https://openalex.org/W2941806810","https://openalex.org/W2953889685","https://openalex.org/W2963287050","https://openalex.org/W3104749882","https://openalex.org/W3106233732","https://openalex.org/W4232801781","https://openalex.org/W4256217385","https://openalex.org/W6752383994"],"related_works":["https://openalex.org/W2548963335","https://openalex.org/W2159941915","https://openalex.org/W1995129237","https://openalex.org/W1761601995","https://openalex.org/W2904599916","https://openalex.org/W4321608401","https://openalex.org/W4300468626","https://openalex.org/W2909457694","https://openalex.org/W3193749313","https://openalex.org/W2162650426"],"abstract_inverted_index":{"The":[0,49,64],"research":[1],"on":[2,103],"low":[3,69],"complexity":[4,70,166],"detection":[5,71,99,109,125],"algorithm":[6,100,126],"for":[7,56,111,171],"Massive":[8,73,114],"multiple":[9,12],"input":[10],"and":[11,23,42,145,189],"output":[13],"(MIMO)":[14],"system":[15,75],"is":[16,76,101],"one":[17],"of":[18,30,67,80,106,132,142,152,167,187],"the":[19,27,31,35,59,68,82,104,107,119,122,134,157,163,185],"hot-spots":[20],"in":[21,46,72],"5G":[22],"6G":[24],"communications.":[25,48],"At":[26],"leading":[28],"edge":[29],"artificial":[32],"intelligent":[33],"field,":[34],"deep":[36,50,92],"learning":[37,51,93],"technology":[38,52],"has":[39,53],"been":[40],"employed":[41],"won":[43],"many":[44],"achievements":[45],"wireless":[47],"considerable":[54],"performance":[55,131],"dealing":[57],"with":[58,85,162],"big":[60,83],"data":[61,84],"issue.":[62],"Actually,":[63],"inherent":[65],"problem":[66],"MIMO":[74,115],"similar":[77],"to":[78,118,138,155],"that":[79],"processing":[81],"high":[86],"dimension.":[87],"In":[88],"this":[89],"paper,":[90],"a":[91,128,147],"based":[94],"likelihood":[95],"ascent":[96],"search":[97],"(DPLAS)":[98],"proposed":[102,123],"basis":[105],"graphical":[108,172],"model":[110],"uplink":[112],"multiuser":[113],"system.":[116],"Compared":[117],"counterpart":[120],"algorithms,":[121],"DPLAS":[124],"obtains":[127],"better":[129],"BER":[130],"10-6at":[133],"average":[135,149],"received":[136,150],"signal":[137,176],"noise":[139],"ratio":[140],"(SNR)":[141],"10":[143],"dB":[144,154],"requires":[146],"lower":[148],"SNR":[151],"8":[153],"achieve":[156],"theoretical":[158],"spectral":[159],"efficiency":[160],"along":[161],"polynomial":[164],"computational":[165],"O(N2T)":[168],"per":[169],"symbol":[170],"4-quadrature":[173],"amplitude":[174],"modulation":[175],"when":[177],"NT=":[178],"NR=":[179],"256,":[180],"where":[181],"NTand":[182],"NR":[183],"denote":[184],"number":[186],"transmitting":[188],"receiving":[190],"antennas,":[191],"respectively.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
