{"id":"https://openalex.org/W4316466994","doi":"https://doi.org/10.3390/s23020951","title":"Throughput Maximization Using Deep Complex Networks for Industrial Internet of Things","display_name":"Throughput Maximization Using Deep Complex Networks for Industrial Internet of Things","publication_year":2023,"publication_date":"2023-01-13","ids":{"openalex":"https://openalex.org/W4316466994","doi":"https://doi.org/10.3390/s23020951","pmid":"https://pubmed.ncbi.nlm.nih.gov/36679748"},"language":"en","primary_location":{"id":"doi:10.3390/s23020951","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020951","pdf_url":"https://www.mdpi.com/1424-8220/23/2/951/pdf?version=1673860552","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/2/951/pdf?version=1673860552","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101931070","display_name":"Danfeng Sun","orcid":"https://orcid.org/0000-0002-7332-1169"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danfeng Sun","raw_affiliation_strings":["Key Laboratory of Discrete Industrial Internet of Things of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China"],"raw_orcid":"https://orcid.org/0000-0002-7332-1169","affiliations":[{"raw_affiliation_string":"Key Laboratory of Discrete Industrial Internet of Things of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003306046","display_name":"Yanlong Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanlong Xi","raw_affiliation_strings":["Key Laboratory of Discrete Industrial Internet of Things of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Discrete Industrial Internet of Things of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042018099","display_name":"Abdullah Yaqot","orcid":"https://orcid.org/0000-0001-8293-6897"},"institutions":[{"id":"https://openalex.org/I4210127057","display_name":"Technical University of Applied Sciences L\u00fcbeck","ror":"https://ror.org/032xqbj11","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210127057"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abdullah Yaqot","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Applied Science L\u00fcbeck, 23562 L\u00fcbeck, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8293-6897","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Applied Science L\u00fcbeck, 23562 L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210127057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072807710","display_name":"Horst Hellbr\u00fcck","orcid":"https://orcid.org/0000-0001-7619-8015"},"institutions":[{"id":"https://openalex.org/I4210127057","display_name":"Technical University of Applied Sciences L\u00fcbeck","ror":"https://ror.org/032xqbj11","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210127057"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Horst Hellbr\u00fcck","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Applied Science L\u00fcbeck, 23562 L\u00fcbeck, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7619-8015","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Applied Science L\u00fcbeck, 23562 L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210127057"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006977942","display_name":"Huifeng Wu","orcid":"https://orcid.org/0000-0002-7189-1205"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huifeng Wu","raw_affiliation_strings":["Key Laboratory of Discrete Industrial Internet of Things of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Discrete Industrial Internet of Things of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006977942"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.4985,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61812573,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"23","issue":"2","first_page":"951","last_page":"951"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9991999864578247,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.7561146020889282},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.5966867804527283},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5919561386108398},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.5288774967193604},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5162510871887207},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.48011231422424316},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.4448339641094208},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.43153390288352966},{"id":"https://openalex.org/keywords/channel-allocation-schemes","display_name":"Channel allocation schemes","score":0.4200918674468994},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4096561670303345},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35199251770973206},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.244333416223526},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13498914241790771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7561146020889282},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.5966867804527283},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5919561386108398},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.5288774967193604},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5162510871887207},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.48011231422424316},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.4448339641094208},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.43153390288352966},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.4200918674468994},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4096561670303345},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35199251770973206},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.244333416223526},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13498914241790771}],"mesh":[{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040841","descriptor_name":"Resource Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040841","descriptor_name":"Resource Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040841","descriptor_name":"Resource Allocation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23020951","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020951","pdf_url":"https://www.mdpi.com/1424-8220/23/2/951/pdf?version=1673860552","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36679748","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36679748","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9867188","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9867188","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9867188/pdf/sensors-23-00951.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:575693ce65db4cef9bd383e016b38100","is_oa":true,"landing_page_url":"https://doaj.org/article/575693ce65db4cef9bd383e016b38100","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 2, p 951 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/2/951/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23020951","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 2; Pages: 951","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23020951","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23020951","pdf_url":"https://www.mdpi.com/1424-8220/23/2/951/pdf?version=1673860552","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G6240986088","display_name":null,"funder_award_id":"LQ22F020030","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6437062215","display_name":null,"funder_award_id":"U21A20484","funder_id":"https://openalex.org/F4320338469","funder_display_name":"Science and Technology Program of Zhejiang Province"},{"id":"https://openalex.org/G7040310752","display_name":null,"funder_award_id":"LQ22F020030","funder_id":"https://openalex.org/F4320338469","funder_display_name":"Science and Technology Program of Zhejiang Province"},{"id":"https://openalex.org/G8649216278","display_name":null,"funder_award_id":"U21A20484","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8793234635","display_name":null,"funder_award_id":"LQ22F020030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8898744626","display_name":null,"funder_award_id":"2022C01016","funder_id":"https://openalex.org/F4320338469","funder_display_name":"Science and Technology Program of Zhejiang Province"},{"id":"https://openalex.org/G8959181502","display_name":null,"funder_award_id":"2022C01016","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/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338469","display_name":"Science and Technology Program of Zhejiang Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4316466994.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2064191652","https://openalex.org/W2075998756","https://openalex.org/W2084304524","https://openalex.org/W2105737828","https://openalex.org/W2143572124","https://openalex.org/W2797462110","https://openalex.org/W2836120994","https://openalex.org/W2895966359","https://openalex.org/W2900339123","https://openalex.org/W2962883549","https://openalex.org/W2967981090","https://openalex.org/W2975750829","https://openalex.org/W2992716901","https://openalex.org/W2999382692","https://openalex.org/W3041526152","https://openalex.org/W3124962357","https://openalex.org/W3132991730","https://openalex.org/W3160986733","https://openalex.org/W3162847889","https://openalex.org/W3176937288","https://openalex.org/W3210584818","https://openalex.org/W4205630984","https://openalex.org/W4288041529","https://openalex.org/W6739901393","https://openalex.org/W6762585180"],"related_works":["https://openalex.org/W2277261328","https://openalex.org/W2167656028","https://openalex.org/W2610471112","https://openalex.org/W2340059876","https://openalex.org/W2800372944","https://openalex.org/W2010464513","https://openalex.org/W2732016385","https://openalex.org/W2915536052","https://openalex.org/W2268952256","https://openalex.org/W2134296312"],"abstract_inverted_index":{"The":[0],"high-density":[1,12],"Industrial":[2],"Internet":[3],"of":[4,11,23,79,106],"Things":[5],"needs":[6],"to":[7,30,51,74,101,140],"meet":[8],"the":[9,21,53,57,63,72,77,85,103,112,142,146,149,155,162,166,178,184,191,194,208,212],"requirements":[10],"device":[13],"access":[14],"and":[15,88,120,136,154,190,193,201],"massive":[16],"data":[17,108,115],"transmission,":[18],"which":[19],"requires":[20],"support":[22],"multiple-input":[24],"multiple-output":[25],"(MIMO)":[26],"antenna":[27],"cognitive":[28,152,169],"systems":[29],"keep":[31],"high":[32],"throughput.":[33],"In":[34,123],"such":[35],"a":[36,128,203],"system,":[37],"spectral":[38,64],"efficiency":[39,65],"(SE)":[40],"optimization":[41],"based":[42],"on":[43,165],"dynamic":[44],"power":[45,96,130,186],"allocation":[46,81,97,131,187],"is":[47],"an":[48],"effective":[49],"way":[50],"enhance":[52],"network":[54,132,198,216],"throughput":[55],"as":[56,109,116],"channel":[58,86,114],"quality":[59],"variations":[60],"significantly":[61],"affect":[62],"performance.":[66],"Deep":[67],"learning":[68],"methods":[69,98],"have":[70,99],"illustrated":[71],"ability":[73],"efficiently":[75],"solve":[76],"non-convexity":[78],"resource":[80],"problems":[82],"induced":[83],"by":[84],"multi-path":[87],"inter-user":[89],"interference":[90],"effects.":[91],"However,":[92],"current":[93],"real-valued":[94,192,213],"deep-learning-based":[95],"failed":[100],"utilize":[102],"representational":[104],"capacity":[105],"complex-valued":[107,113,129,195],"they":[110],"regard":[111],"two":[117],"parts:":[118],"real":[119],"imaginary":[121],"data.":[122],"this":[124],"paper,":[125],"we":[126],"propose":[127],"(AttCVNN)":[133],"with":[134],"cross-channel":[135],"in-channel":[137],"attention":[138],"mechanisms":[139],"improve":[141],"model":[143],"performance":[144],"where":[145],"former":[147],"considers":[148],"relationship":[150,167],"between":[151],"users":[153],"primary":[156],"user,":[157],"i.e.,":[158,171],"inter-network":[159],"users,":[160,170],"while":[161],"latter":[163],"focuses":[164],"among":[168],"intra-network":[172],"users.":[173],"Comparison":[174],"experiments":[175],"indicate":[176],"that":[177],"proposed":[179],"AttCVNN":[180],"notably":[181],"outperforms":[182],"both":[183],"equal":[185],"method":[188],"(EPM)":[189],"fully":[196],"connected":[197],"(FNN,":[199],"CVFNN)":[200],"shows":[202],"better":[204],"convergence":[205],"rate":[206],"in":[207],"training":[209],"phase":[210],"than":[211],"convolutional":[214],"neural":[215],"(AttCNN).":[217]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
