{"id":"https://openalex.org/W3188638519","doi":"https://doi.org/10.1109/iwcmc51323.2021.9498754","title":"Applications of Machine Learning for 5G Advanced Wireless Systems","display_name":"Applications of Machine Learning for 5G Advanced Wireless Systems","publication_year":2021,"publication_date":"2021-06-28","ids":{"openalex":"https://openalex.org/W3188638519","doi":"https://doi.org/10.1109/iwcmc51323.2021.9498754","mag":"3188638519"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc51323.2021.9498754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc51323.2021.9498754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Wireless Communications and Mobile Computing (IWCMC)","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/A5101560505","display_name":"Yingjun Zhou","orcid":"https://orcid.org/0000-0003-4177-4742"},"institutions":[{"id":"https://openalex.org/I4210098582","display_name":"ZTE (China)","ror":"https://ror.org/00rjhhq63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098582"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjun Zhou","raw_affiliation_strings":["Wireless Product R&D Institute, ZTE Corporation, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Product R&D Institute, ZTE Corporation, Shanghai, China","institution_ids":["https://openalex.org/I4210098582"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427076","display_name":"Jiajun Chen","orcid":"https://orcid.org/0000-0001-5618-3932"},"institutions":[{"id":"https://openalex.org/I4210098582","display_name":"ZTE (China)","ror":"https://ror.org/00rjhhq63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098582"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Chen","raw_affiliation_strings":["Wireless Product R&D Institute, ZTE Corporation, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Product R&D Institute, ZTE Corporation, Shanghai, China","institution_ids":["https://openalex.org/I4210098582"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353083","display_name":"Man Zhang","orcid":"https://orcid.org/0000-0003-1204-9322"},"institutions":[{"id":"https://openalex.org/I4210098582","display_name":"ZTE (China)","ror":"https://ror.org/00rjhhq63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098582"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhang","raw_affiliation_strings":["Wireless Product R&D Institute, ZTE Corporation, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Product R&D Institute, ZTE Corporation, Shanghai, China","institution_ids":["https://openalex.org/I4210098582"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419609","display_name":"Dapeng Li","orcid":"https://orcid.org/0009-0001-8207-6185"},"institutions":[{"id":"https://openalex.org/I4210098582","display_name":"ZTE (China)","ror":"https://ror.org/00rjhhq63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098582"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dapeng Li","raw_affiliation_strings":["Wireless Product R&D Institute, ZTE Corporation, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Product R&D Institute, ZTE Corporation, Shanghai, China","institution_ids":["https://openalex.org/I4210098582"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101578762","display_name":"Yin Gao","orcid":"https://orcid.org/0000-0003-3902-0087"},"institutions":[{"id":"https://openalex.org/I4210098582","display_name":"ZTE (China)","ror":"https://ror.org/00rjhhq63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098582"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Gao","raw_affiliation_strings":["Wireless Product R&D Institute, ZTE Corporation, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Product R&D Institute, ZTE Corporation, Shanghai, China","institution_ids":["https://openalex.org/I4210098582"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210098582"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1700","last_page":"1704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9993000030517578,"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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9988999962806702,"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/wireless","display_name":"Wireless","score":0.8008548021316528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7480111122131348},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5142468810081482},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33753061294555664},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32855069637298584},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2963258624076843}],"concepts":[{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.8008548021316528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7480111122131348},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5142468810081482},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33753061294555664},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32855069637298584},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2963258624076843}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc51323.2021.9498754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc51323.2021.9498754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W88258989","https://openalex.org/W1989665358","https://openalex.org/W2009495780","https://openalex.org/W2015301486","https://openalex.org/W2018111243","https://openalex.org/W2035750833","https://openalex.org/W2065945697","https://openalex.org/W2067261106","https://openalex.org/W2068243911","https://openalex.org/W2071767586","https://openalex.org/W2100548565","https://openalex.org/W2103414828","https://openalex.org/W2111226415","https://openalex.org/W2117103364","https://openalex.org/W2154322571","https://openalex.org/W2162603235","https://openalex.org/W2242811778","https://openalex.org/W2584943905","https://openalex.org/W2736402963","https://openalex.org/W2809684781","https://openalex.org/W2908983482","https://openalex.org/W2919058785","https://openalex.org/W2962953297","https://openalex.org/W2963190722","https://openalex.org/W2963393241","https://openalex.org/W2963914175","https://openalex.org/W2997470230","https://openalex.org/W3010521003","https://openalex.org/W3045631296","https://openalex.org/W3157552339","https://openalex.org/W6603554592","https://openalex.org/W6793780315"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W3133147449","https://openalex.org/W1901143057"],"abstract_inverted_index":{"Wireless":[0],"communication":[1,17,57],"is":[2,18,29],"playing":[3],"an":[4],"important":[5],"role":[6],"in":[7,60,79],"benefiting":[8],"our":[9],"daily":[10],"lives.":[11],"Fifth":[12],"generation":[13],"(5G)":[14],"advanced":[15,55,81],"wireless":[16,33,56,82],"anticipated":[19],"to":[20,31],"support":[21],"various":[22],"upcoming":[23],"services.":[24],"Moreover,":[25],"machine":[26],"learning":[27],"(ML)":[28],"expected":[30],"optimize":[32],"systems":[34],"by":[35],"tackling":[36],"complex":[37],"problems":[38],"which":[39],"cannot":[40],"be":[41],"solved":[42],"using":[43],"traditional":[44],"mathematical":[45],"models.":[46],"In":[47],"this":[48,67],"paper,":[49],"applications":[50],"of":[51,76],"ML":[52,78],"for":[53],"5G":[54,80],"are":[58],"introduced":[59],"conjunction":[61],"with":[62],"its":[63],"research":[64,74],"advances.":[65],"Furthermore,":[66],"paper":[68],"explores":[69],"the":[70],"challenges":[71],"and":[72],"future":[73],"directions":[75],"applying":[77],"communication.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
