{"id":"https://openalex.org/W4407155117","doi":"https://doi.org/10.1109/jiot.2025.3538601","title":"Multimodal Wearable System With Dual-Frequency Enhancement Network for Risk Recognition","display_name":"Multimodal Wearable System With Dual-Frequency Enhancement Network for Risk Recognition","publication_year":2025,"publication_date":"2025-02-04","ids":{"openalex":"https://openalex.org/W4407155117","doi":"https://doi.org/10.1109/jiot.2025.3538601"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3538601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3538601","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5101037136","display_name":"Feng Yu","orcid":"https://orcid.org/0000-0003-3318-016X"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Yu","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China","School of Computer Science and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0003-3318-016X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]},{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101940850","display_name":"Jiajie Liu","orcid":"https://orcid.org/0000-0002-7651-5540"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajie Liu","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Wuhan Textile University, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081234576","display_name":"Hairong Yu","orcid":"https://orcid.org/0000-0003-3018-064X"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanchen Yu","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Wuhan Textile University, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wentao Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Cheng","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007049678","display_name":"Li Liu","orcid":"https://orcid.org/0000-0001-7851-531X"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-7851-531X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038863732","display_name":"Minghua Jiang","orcid":"https://orcid.org/0000-0001-6421-8613"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghua Jiang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China","School of Computer Science and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-6421-8613","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]},{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210119942"],"apc_list":null,"apc_paid":null,"fwci":18.335,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99615453,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"11","first_page":"17634","last_page":"17648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.35580000281333923,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.35580000281333923,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.31690001487731934,"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":0.7722353935241699},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6907117366790771},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5304585695266724},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4075348675251007},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2697877287864685}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7722353935241699},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6907117366790771},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5304585695266724},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4075348675251007},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2697877287864685},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3538601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3538601","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4000000059604645,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G6907931378","display_name":null,"funder_award_id":"62202346","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1985941926","https://openalex.org/W2002055708","https://openalex.org/W2017634428","https://openalex.org/W2194775991","https://openalex.org/W2963125010","https://openalex.org/W2963172626","https://openalex.org/W3006003133","https://openalex.org/W3006086117","https://openalex.org/W3165938138","https://openalex.org/W3185580468","https://openalex.org/W3203381531","https://openalex.org/W3206111957","https://openalex.org/W3206344145","https://openalex.org/W3208377465","https://openalex.org/W3211522713","https://openalex.org/W4205930708","https://openalex.org/W4214946583","https://openalex.org/W4225289891","https://openalex.org/W4281781363","https://openalex.org/W4283275666","https://openalex.org/W4296117254","https://openalex.org/W4296872790","https://openalex.org/W4296982339","https://openalex.org/W4297499129","https://openalex.org/W4306645406","https://openalex.org/W4309484364","https://openalex.org/W4313055802","https://openalex.org/W4313503794","https://openalex.org/W4314936797","https://openalex.org/W4318320854","https://openalex.org/W4318384278","https://openalex.org/W4361025967","https://openalex.org/W4361029849","https://openalex.org/W4376279702","https://openalex.org/W4376649263","https://openalex.org/W4378194719","https://openalex.org/W4379616051","https://openalex.org/W4380520409","https://openalex.org/W4381848566","https://openalex.org/W4385719773","https://openalex.org/W4386572391","https://openalex.org/W4387272130","https://openalex.org/W4393140320","https://openalex.org/W4395468431","https://openalex.org/W4395680573","https://openalex.org/W4400188287","https://openalex.org/W4401051167","https://openalex.org/W4401807700","https://openalex.org/W4401985001","https://openalex.org/W4403278195","https://openalex.org/W4404026039","https://openalex.org/W6605479355","https://openalex.org/W6771626834","https://openalex.org/W6846376059","https://openalex.org/W6857279128","https://openalex.org/W6869221411"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Smart":[0],"wearable":[1,70,145],"systems":[2],"can":[3,154,190],"monitor":[4],"users\u2019":[5],"physiological":[6],"data":[7,47],"in":[8,24,104,115,121,174],"real":[9],"time,":[10],"detect":[11],"anomalies":[12],"promptly":[13],"through":[14],"risk":[15,102,157],"recognition":[16,94,99,128,133,158],"technologies,":[17],"provide":[18],"early":[19],"warnings,":[20],"and":[21,42,53,92,98,118,124,130,164,167,177,188],"assist":[22],"users":[23],"taking":[25],"preventive":[26],"measures.":[27],"However,":[28],"single":[29],"modal":[30],"information":[31],"is":[32,84,110],"difficult":[33],"to":[34,86,112,137],"accurately":[35],"recognize":[36],"the":[37,56,74,80,108,126,131,139,142,151,168,183],"behavioral":[38,88,127],"state,":[39,41,163],"expression":[40,90,132,162],"environmental":[43,93,165],"conditions.":[44],"Furthermore,":[45],"multimodal":[46,81],"are":[48,135],"often":[49],"affected":[50],"by":[51],"noise":[52],"interference,":[54],"complicating":[55],"accurate":[57,119],"identification":[58],"of":[59,100,141],"risky":[60],"behaviors.":[61],"To":[62],"address":[63],"these":[64],"challenges,":[65],"we":[66],"propose":[67],"a":[68],"smart":[69,144],"system":[71,83,153],"based":[72],"on":[73,182],"dual-frequency":[75],"enhancement":[76],"network":[77],"(DFENet):":[78],"1)":[79],"sensor":[82],"designed":[85,143],"combine":[87],"recognition,":[89,91],"for":[95],"comprehensive":[96],"monitoring":[97],"multidimensional":[101],"factors":[103],"complex":[105,122],"scenarios;":[106],"2)":[107],"DFENet":[109,170],"proposed":[111,152,169],"overcome":[113],"challenges":[114],"feature":[116],"extraction":[117],"classification":[120],"environments;":[123],"3)":[125],"dataset":[129,134],"built":[136],"verify":[138],"effectiveness":[140],"system.":[146],"Experimental":[147],"results":[148],"indicate":[149],"that":[150],"real-time":[155],"achieve":[156],"across":[159],"physical":[160],"activity,":[161],"conditions,":[166],"achieves":[171],"excellent":[172],"performance":[173],"accuracy,":[175],"parameters,":[176],"floating-point":[178],"operations":[179],"(FLOPs)":[180],"metrics":[181],"three":[184],"datasets.":[185],"The":[186],"algorithm":[187],"datasets":[189],"be":[191],"downloaded":[192],"at":[193],"<uri":[194],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[195],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/wtu1020/Multimodal-Wearable</uri>.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":16}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}