{"id":"https://openalex.org/W4387717661","doi":"https://doi.org/10.1109/twc.2023.3323380","title":"Semantic Knowledge Base-Enabled Zero-Shot Multi-Level Feature Transmission Optimization","display_name":"Semantic Knowledge Base-Enabled Zero-Shot Multi-Level Feature Transmission Optimization","publication_year":2023,"publication_date":"2023-10-17","ids":{"openalex":"https://openalex.org/W4387717661","doi":"https://doi.org/10.1109/twc.2023.3323380"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2023.3323380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2023.3323380","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Wireless Communications","raw_type":"journal-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/A5035263099","display_name":"Yaping Sun","orcid":"https://orcid.org/0000-0001-6284-1639"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Sun","raw_affiliation_strings":["Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China","Future Network of Intelligent Institute (FNii), Chinese University of Hong Kong (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6284-1639","affiliations":[{"raw_affiliation_string":"Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"Future Network of Intelligent Institute (FNii), Chinese University of Hong Kong (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353516","display_name":"Hao Chen","orcid":"https://orcid.org/0000-0002-0973-1374"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Chen","raw_affiliation_strings":["Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0973-1374","affiliations":[{"raw_affiliation_string":"Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061030501","display_name":"Xiaodong Xu","orcid":"https://orcid.org/0000-0003-4245-5989"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Xu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4245-5989","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405787","display_name":"Ping Zhang","orcid":"https://orcid.org/0000-0002-0269-104X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0269-104X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuguang Cui","raw_affiliation_strings":["School of Science and Engineering (SSE) and Future Network of Intelligent Institute (FNii), The Chinese University of Hong Kong (Shenzhen), Shenzhen, China","Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China","School of Science and Engineering (SSE) and the Future Network of Intelligent Institute (FNii), Chinese University of Hong Kong (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2608-775X","affiliations":[{"raw_affiliation_string":"School of Science and Engineering (SSE) and Future Network of Intelligent Institute (FNii), The Chinese University of Hong Kong (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Department of Broadband Communication, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Science and Engineering (SSE) and the Future Network of Intelligent Institute (FNii), Chinese University of Hong Kong (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5379,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.94202289,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"23","issue":"5","first_page":"4904","last_page":"4917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T10036","display_name":"Advanced Neural Network Applications","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8406729698181152},{"id":"https://openalex.org/keywords/knapsack-problem","display_name":"Knapsack problem","score":0.6278451681137085},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.601225733757019},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5728961825370789},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5380707383155823},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.47593191266059875},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4673274755477905},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.42595404386520386},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42344313859939575},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.41961148381233215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.373900830745697},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3455269932746887},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.331197053194046},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28600019216537476},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24001151323318481},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.17619240283966064},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09908992052078247}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406729698181152},{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.6278451681137085},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.601225733757019},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5728961825370789},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5380707383155823},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.47593191266059875},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4673274755477905},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.42595404386520386},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42344313859939575},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.41961148381233215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.373900830745697},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3455269932746887},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.331197053194046},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28600019216537476},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24001151323318481},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.17619240283966064},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09908992052078247},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2023.3323380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2023.3323380","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W11724259","https://openalex.org/W1492420801","https://openalex.org/W1797268635","https://openalex.org/W2004026774","https://openalex.org/W2044913453","https://openalex.org/W2128532956","https://openalex.org/W2135814502","https://openalex.org/W2150674759","https://openalex.org/W2552383788","https://openalex.org/W2611632661","https://openalex.org/W2783837693","https://openalex.org/W2796625795","https://openalex.org/W2887223659","https://openalex.org/W2942140333","https://openalex.org/W2962836626","https://openalex.org/W2965289829","https://openalex.org/W3021482604","https://openalex.org/W3037351007","https://openalex.org/W3122596395","https://openalex.org/W3197326271","https://openalex.org/W3198139956","https://openalex.org/W3214462705","https://openalex.org/W4224330100","https://openalex.org/W4226283960","https://openalex.org/W4236384091","https://openalex.org/W4283269916","https://openalex.org/W4285179741","https://openalex.org/W4312050893","https://openalex.org/W4317350116","https://openalex.org/W4381948937","https://openalex.org/W4392158801","https://openalex.org/W6638319203","https://openalex.org/W6677150689","https://openalex.org/W6678470764","https://openalex.org/W6767064347","https://openalex.org/W6802136708"],"related_works":["https://openalex.org/W241127407","https://openalex.org/W2381035939","https://openalex.org/W2468477307","https://openalex.org/W2910645127","https://openalex.org/W162895179","https://openalex.org/W1521824362","https://openalex.org/W2168163332","https://openalex.org/W3177799343","https://openalex.org/W3119198325","https://openalex.org/W623642078"],"abstract_inverted_index":{"Remote":[0],"zero-shot":[1,8,197],"object":[2],"recognition,":[3],"which":[4,69,120],"involves":[5],"offloading":[6],"the":[7,49,104,147,152,156,163,169,173,179,191],"recognition":[9],"task":[10],"from":[11],"one":[12],"mobile":[13,18,25],"device":[14],"to":[15,102,123,137],"a":[16,38,62,94,116],"remote":[17],"edge":[19],"computing":[20],"(MEC)":[21],"server":[22],"or":[23],"another":[24],"device,":[26],"is":[27,100,115,121,135],"crucial":[28],"for":[29],"6G.":[30],"To":[31,126],"address":[32],"this":[33,35,59,112,128,143],"challenge,":[34],"paper":[36,60,144],"presents":[37],"lightweight":[39],"semantic":[40,82,105],"knowledge":[41],"base":[42],"(SKB)-enabled":[43],"multi-level":[44,65,73,95],"feature":[45,56,66,74,96,157],"extractor":[46,75],"that":[47,168],"projects":[48],"image":[50],"into":[51,178],"visual,":[52],"semantic,":[53],"and":[54,72,79,84,93,175,196],"intermediate":[55],"spaces.":[57],"Then,":[58],"proposes":[61],"novel":[63],"SKB-enabled":[64],"transmission":[67,86,97,108,194],"framework,":[68],"utilizes":[70],"SKB":[71],"at":[76,88,159,183],"both":[77,160,184],"transmitter":[78],"receiver.":[80],"The":[81],"loss":[83,106],"required":[85],"latency":[87,109,195],"each":[89],"level":[90],"are":[91,162],"characterized,":[92],"optimization":[98,113],"problem":[99,114],"formulated":[101],"minimize":[103],"under":[107],"constraint.":[110],"However,":[111],"multi-choice":[117],"knapsack":[118],"problem,":[119],"challenging":[122],"solve":[124],"optimally.":[125],"overcome":[127],"issue,":[129],"an":[130,139],"enhanced":[131],"convex":[132],"concave":[133],"procedure":[134],"proposed":[136,170],"obtain":[138],"efficient":[140],"solution.":[141],"Furthermore,":[142],"theoretically":[145],"analyzes":[146],"effects":[148],"of":[149,181],"SKBs":[150,182],"on":[151,186],"communication":[153],"performance":[154,187],"when":[155],"extractors":[158],"ends":[161,185],"same.":[164],"Numerical":[165],"results":[166],"demonstrate":[167],"design":[171],"outperforms":[172],"benchmarks":[174],"provide":[176],"insights":[177],"impact":[180],"as":[188,190],"well":[189],"tradeoff":[192],"between":[193],"classification":[198],"accuracy.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}