{"id":"https://openalex.org/W4400728548","doi":"https://doi.org/10.1109/iwcmc61514.2024.10592608","title":"SemFusion: Multi-Source Semantic Information Fusion and Communication","display_name":"SemFusion: Multi-Source Semantic Information Fusion and Communication","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400728548","doi":"https://doi.org/10.1109/iwcmc61514.2024.10592608"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc61514.2024.10592608","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iwcmc61514.2024.10592608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Wireless Communications and Mobile Computing (IWCMC)","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/A5115601815","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0003-2583-2631"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Chen","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100940655","display_name":"Shuai Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Yang","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047023625","display_name":"Tse-Tin Chan","orcid":"https://orcid.org/0000-0001-9235-7813"},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tse-Tin Chan","raw_affiliation_strings":["The Education University of Hong Kong,Department of Mathematics and Information Technology,Hong Kong SAR,China"],"affiliations":[{"raw_affiliation_string":"The Education University of Hong Kong,Department of Mathematics and Information Technology,Hong Kong SAR,China","institution_ids":["https://openalex.org/I4210086892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076812737","display_name":"Haoyuan Pan","orcid":"https://orcid.org/0000-0003-3651-3417"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyuan Pan","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115601815"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08801166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1740","last_page":"1745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9987999796867371,"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":0.9987999796867371,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.982699990272522,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7341094613075256},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.5376116037368774},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4240814447402954},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.41880112886428833},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38610297441482544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29940998554229736},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11218544840812683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7341094613075256},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.5376116037368774},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4240814447402954},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.41880112886428833},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38610297441482544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29940998554229736},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11218544840812683},{"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/iwcmc61514.2024.10592608","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iwcmc61514.2024.10592608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2946889564","https://openalex.org/W3036851434","https://openalex.org/W3166791908","https://openalex.org/W3216296586","https://openalex.org/W4205683915","https://openalex.org/W4285742007","https://openalex.org/W4312051474","https://openalex.org/W4312766166","https://openalex.org/W4313350220","https://openalex.org/W4313449066","https://openalex.org/W4313455370","https://openalex.org/W4383503689","https://openalex.org/W4386450162","https://openalex.org/W4391184475","https://openalex.org/W4392667281"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2355579697","https://openalex.org/W4360871138","https://openalex.org/W3208972923"],"abstract_inverted_index":{"This":[0],"paper":[1],"puts":[2],"forth":[3],"SemFusion,":[4],"a":[5,24,47,68,95,160],"semantic":[6,20,86,102,119,129,138,156,194],"information":[7,103,120,130,139],"fusion":[8,131],"and":[9,60,186],"communication":[10,21,29,184],"framework":[11],"for":[12,27],"two-hop":[13],"multisource":[14],"relay":[15,41,126],"networks.":[16,42],"Although":[17],"deep":[18],"learning-based":[19],"is":[22,140],"considered":[23],"new":[25],"paradigm":[26],"next-generation":[28],"networks,":[30],"most":[31,136],"prior":[32],"works":[33],"have":[34],"focused":[35],"on":[36],"single-source":[37],"scenarios,":[38],"especially":[39],"in":[40,88,146,155],"In":[43,111],"contrast,":[44],"we":[45,158],"investigate":[46],"multi-source":[48],"scenario":[49],"where":[50,164],"multiple":[51],"sensors":[52,98],"monitor":[53],"the":[54,65,76,81,89,105,109,112,118,125,135,143,149,173],"same":[55],"scene":[56,78],"from":[57],"different":[58],"angles":[59],"send":[61,100],"partial":[62,73,106],"images":[63,74,107],"to":[64,79,99,108,142,148,168,171],"destination":[66,71],"via":[67],"relay.":[69,110],"The":[70],"receives":[72],"of":[75,97,104,116,121,176],"monitored":[77],"reconstruct":[80],"complete":[82],"image.":[83],"Empowered":[84],"by":[85],"communication,":[87,157],"first":[90],"hop,":[91,114,170],"SemFusion":[92,181],"allows":[93],"only":[94,134],"subset":[96],"their":[101],"second":[113],"instead":[115],"forwarding":[117,195],"each":[122,165],"sensor":[123],"separately,":[124],"further":[127],"performs":[128],"so":[132],"that":[133,180],"valuable":[137],"sent":[141],"destination.":[144],"Moreover,":[145],"contrast":[147],"conventional":[150],"end-to-end":[151],"training":[152,162,174],"method":[153],"used":[154],"propose":[159],"two-stage":[161],"strategy,":[163],"stage":[166],"corresponds":[167],"one":[169],"improve":[172],"efficiency":[175],"SemFusion.":[177],"Experiments":[178],"indicate":[179],"significantly":[182],"saves":[183],"resources":[185],"provides":[187],"better":[188],"image":[189],"reconstruction":[190],"quality":[191],"than":[192],"state-of-the-art":[193],"strategies.":[196]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
