{"id":"https://openalex.org/W4410227048","doi":"https://doi.org/10.1109/wcnc61545.2025.10978688","title":"High-Generalization Real-Time Beamforming Design for Dynamic Wireless Environments in Cell-Free Systems","display_name":"High-Generalization Real-Time Beamforming Design for Dynamic Wireless Environments in Cell-Free Systems","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4410227048","doi":"https://doi.org/10.1109/wcnc61545.2025.10978688"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc61545.2025.10978688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-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/A5100685414","display_name":"Guanghui Chen","orcid":"https://orcid.org/0000-0003-1414-0496"},"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":"Guanghui Chen","raw_affiliation_strings":["School of Information Science and Engineering, Southeast University,Nanjing,China,210096"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University,Nanjing,China,210096","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","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":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["School of Information Science and Engineering, Southeast University,Nanjing,China,210096"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University,Nanjing,China,210096","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011802942","display_name":"Qingxia Feng","orcid":"https://orcid.org/0009-0008-6013-7689"},"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":"Qingxia Feng","raw_affiliation_strings":["School of Information Science and Engineering, Southeast University,Nanjing,China,210096"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University,Nanjing,China,210096","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063607932","display_name":"Shaowen Xiong","orcid":"https://orcid.org/0000-0002-3531-7206"},"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":"Shaowen Xiong","raw_affiliation_strings":["School of Information Science and Engineering, Southeast University,Nanjing,China,210096"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University,Nanjing,China,210096","institution_ids":["https://openalex.org/I76569877"]}]},{"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, Southeast University,Nanjing,China,210096"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University,Nanjing,China,210096","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100685414"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.817,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7351032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9955999851226807,"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":0.9955999851226807,"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":0.991599977016449,"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"}},{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/beamforming","display_name":"Beamforming","score":0.7216828465461731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7145413160324097},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5618290901184082},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5426197648048401},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3521232604980469},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2061755657196045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06131407618522644}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7216828465461731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145413160324097},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5618290901184082},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5426197648048401},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3521232604980469},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2061755657196045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06131407618522644},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc61545.2025.10978688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G175099718","display_name":null,"funder_award_id":"62225107,62371124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1970830346","https://openalex.org/W1982682305","https://openalex.org/W2194775991","https://openalex.org/W2593501769","https://openalex.org/W2979317621","https://openalex.org/W3119853173","https://openalex.org/W3163297254","https://openalex.org/W4206317563","https://openalex.org/W4221161002","https://openalex.org/W4315473661","https://openalex.org/W4317796365","https://openalex.org/W4379382365","https://openalex.org/W4384158362","https://openalex.org/W4386495227","https://openalex.org/W4387871004","https://openalex.org/W4392825617","https://openalex.org/W4393371732","https://openalex.org/W4402350254","https://openalex.org/W4405869385"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2963170046","https://openalex.org/W2376244802","https://openalex.org/W1971477554","https://openalex.org/W2390279801","https://openalex.org/W2158075901","https://openalex.org/W818226659","https://openalex.org/W3162204513"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,52],"consider":[4],"real-time":[5,107],"beamforming":[6,37,77,108],"design":[7,38,78,109],"for":[8,28,66,79,101,110],"dynamic":[9,40,80,111],"wireless":[10,41,81,112],"environments":[11,42,82,113],"with":[12,96],"different":[13,29,67,102],"channel":[14],"state":[15],"information":[16],"(CSI)":[17],"distributions":[18,31],"in":[19,43,83,114],"cell-free":[20,44,84,115],"systems.":[21,45,85,116],"Specifically,":[22],"a":[23,54,92,97],"sum-rate":[24],"maximization":[25],"optimization":[26,50],"problem":[27],"CSI":[30,68,103],"is":[32],"built":[33],"to":[34],"model":[35],"the":[36,49,73],"of":[39,76],"To":[46],"efficiently":[47],"solve":[48],"problem,":[51],"propose":[53],"high-generalization":[55],"network":[56],"(HGNet).":[57],"By":[58],"preserving":[59],"invariant":[60],"features":[61,65],"and":[62],"discarding":[63],"sensitive":[64],"distributions,":[69,104],"HGNet":[70,90],"effectively":[71],"improves":[72],"generalization":[74],"performance":[75],"Numerical":[86],"results":[87],"demonstrate":[88],"that":[89],"achieves":[91],"higher":[93],"sum":[94],"rate":[95],"lower":[98],"reflection":[99],"time":[100],"thus":[105],"realizing":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}