{"id":"https://openalex.org/W4408441322","doi":"https://doi.org/10.1109/jiot.2025.3551082","title":"Dynamic Multisensor Fusion Framework With Adaptive Spatiotemporal Optimization for IoT-Based Motion Recognition","display_name":"Dynamic Multisensor Fusion Framework With Adaptive Spatiotemporal Optimization for IoT-Based Motion Recognition","publication_year":2025,"publication_date":"2025-03-14","ids":{"openalex":"https://openalex.org/W4408441322","doi":"https://doi.org/10.1109/jiot.2025.3551082"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3551082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3551082","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/A5023638809","display_name":"Jian Li","orcid":"https://orcid.org/0000-0001-5880-2565"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Li","raw_affiliation_strings":["School of Information Science and Engineering, Northeastern University, Shenyang, Liaoning, China"],"raw_orcid":"https://orcid.org/0000-0001-5880-2565","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Northeastern University, Shenyang, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085004179","display_name":"Yibo Fan","orcid":"https://orcid.org/0000-0003-2523-8261"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibo Fan","raw_affiliation_strings":["School of Control Engineering, Northeastern University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Engineering, Northeastern University, Qinhuangdao, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066615909","display_name":"Xiaoyong Lyu","orcid":"https://orcid.org/0000-0003-3578-4848"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Lyu","raw_affiliation_strings":["School of Control Engineering, Northeastern University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Engineering, Northeastern University, Qinhuangdao, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002040992","display_name":"Le Yang","orcid":"https://orcid.org/0000-0002-6678-1781"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Yang","raw_affiliation_strings":["School of Control Engineering, Northeastern University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Engineering, Northeastern University, Qinhuangdao, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017618531","display_name":"Yuliang Zhao","orcid":"https://orcid.org/0000-0001-6760-5272"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuliang Zhao","raw_affiliation_strings":["School of Control Engineering, Northeastern University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Engineering, Northeastern University, Qinhuangdao, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":6.2231,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96487288,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":"13","first_page":"23182","last_page":"23194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.8795999884605408,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13382","display_name":"Robotics and Automated Systems","score":0.8795999884605408,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.7874407768249512},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5833753347396851},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5476412773132324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5145484805107117},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4785902500152588},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43440577387809753},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4229433238506317},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3493359088897705},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16510796546936035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7874407768249512},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5833753347396851},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5476412773132324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5145484805107117},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4785902500152588},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43440577387809753},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4229433238506317},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3493359088897705},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16510796546936035},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3551082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3551082","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":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1930901790","display_name":null,"funder_award_id":"F2021203070","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G3187418214","display_name":null,"funder_award_id":"No.62306068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3699889904","display_name":null,"funder_award_id":"2022GFZD014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4568324717","display_name":null,"funder_award_id":"2022GFZD014","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7229341910","display_name":null,"funder_award_id":"F2022501031","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G7640292181","display_name":null,"funder_award_id":"62306068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8195683169","display_name":null,"funder_award_id":"N2123004","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8631772328","display_name":null,"funder_award_id":"N2123004","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/F4320322163","display_name":"Natural Science Foundation of Hebei Province","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":57,"referenced_works":["https://openalex.org/W2038420319","https://openalex.org/W2048619613","https://openalex.org/W2802039875","https://openalex.org/W2972546487","https://openalex.org/W2987325452","https://openalex.org/W2992312320","https://openalex.org/W3006608982","https://openalex.org/W3007690119","https://openalex.org/W3008982437","https://openalex.org/W3080280202","https://openalex.org/W3089563032","https://openalex.org/W3095711016","https://openalex.org/W3124653912","https://openalex.org/W3131912835","https://openalex.org/W3137926756","https://openalex.org/W3199597982","https://openalex.org/W3202609043","https://openalex.org/W3211522713","https://openalex.org/W3216463631","https://openalex.org/W4210654500","https://openalex.org/W4282981352","https://openalex.org/W4303426745","https://openalex.org/W4306394127","https://openalex.org/W4313125690","https://openalex.org/W4313889878","https://openalex.org/W4317624908","https://openalex.org/W4379232464","https://openalex.org/W4382583402","https://openalex.org/W4382934641","https://openalex.org/W4386980752","https://openalex.org/W4387938664","https://openalex.org/W4388430775","https://openalex.org/W4389170205","https://openalex.org/W4389611043","https://openalex.org/W4390822623","https://openalex.org/W4391188276","https://openalex.org/W4391767130","https://openalex.org/W4392739021","https://openalex.org/W4393942356","https://openalex.org/W4394784433","https://openalex.org/W4396622317","https://openalex.org/W4396850208","https://openalex.org/W4399743347","https://openalex.org/W4400421163","https://openalex.org/W4400767105","https://openalex.org/W4401437240","https://openalex.org/W4401799068","https://openalex.org/W4401856672","https://openalex.org/W4402187143","https://openalex.org/W4402782025","https://openalex.org/W4403352318","https://openalex.org/W4405023013","https://openalex.org/W4406278238","https://openalex.org/W4406343076","https://openalex.org/W4406727847","https://openalex.org/W4407270351","https://openalex.org/W4407316363"],"related_works":["https://openalex.org/W1975451135","https://openalex.org/W3148968234","https://openalex.org/W2890570089","https://openalex.org/W2989915292","https://openalex.org/W2295628284","https://openalex.org/W145760256","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"Motion":[0],"recognition":[1,119],"in":[2,28],"IoT-based":[3],"sensor":[4,41,74],"systems":[5],"is":[6,125],"crucial":[7],"for":[8,149,158],"applications":[9],"such":[10],"as":[11],"healthcare":[12,160],"and":[13,43,97,116,135,155,161],"human-computer":[14,162],"interaction.":[15,163],"However,":[16],"one":[17],"key":[18],"challenge\u2014data":[19],"structure":[20],"inconsistencies\u2014complicates":[21],"the":[22,36,48,107,118],"performance":[23],"of":[24,50,120,141],"existing":[25],"systems,":[26],"particularly":[27],"dynamic":[29,60,73],"real-world":[30,133],"environments.":[31],"Traditional":[32],"fusion":[33,62,88],"approaches":[34],"lack":[35],"adaptability":[37],"required":[38],"to":[39,45],"address":[40],"inconsistencies":[42],"fail":[44],"fully":[46],"leverage":[47],"potential":[49],"multisensor":[51,61,150],"data.":[52],"To":[53],"overcome":[54],"this":[55],"challenge,":[56],"we":[57],"propose":[58],"a":[59,72,101,146],"framework":[63,70,124],"(DMSFF)":[64],"with":[65,109,132],"adaptive":[66],"spatiotemporal":[67,91],"optimization.":[68],"This":[69,143],"introduces":[71],"weighting":[75],"mechanism":[76],"that":[77],"prioritizes":[78],"reliable":[79],"data":[80,108],"while":[81],"suppressing":[82],"noise,":[83],"ensuring":[84],"robustnesss.":[85],"A":[86],"transformer-based":[87],"architecture":[89],"captures":[90],"features,":[92],"modeling":[93],"complex":[94],"intersensor":[95],"relationships":[96],"long-term":[98],"dependencies.":[99],"Additionally,":[100],"motion":[102,111,151],"kernel":[103],"matching":[104],"module":[105],"aligns":[106],"canonical":[110],"patterns,":[112],"improving":[113],"feature":[114],"extraction":[115],"enhancing":[117],"subtle":[121],"activities.":[122],"The":[123],"validated":[126],"on":[127],"benchmark":[128,148],"datasets,":[129],"including":[130],"those":[131],"noise":[134],"structural":[136],"inconsistencies,":[137],"achieving":[138],"an":[139],"accuracy":[140],"99.48%.":[142],"work":[144],"establishes":[145],"new":[147],"recognition,":[152],"providing":[153],"scalable":[154],"robust":[156],"solutions":[157],"smart":[159]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}