{"id":"https://openalex.org/W2979825240","doi":"https://doi.org/10.1109/icca.2019.8899708","title":"A Decentralized Sensor Fusion Approach to Human Fatigue Monitoring in Maritime Operations","display_name":"A Decentralized Sensor Fusion Approach to Human Fatigue Monitoring in Maritime Operations","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979825240","doi":"https://doi.org/10.1109/icca.2019.8899708","mag":"2979825240"},"language":"en","primary_location":{"id":"doi:10.1109/icca.2019.8899708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca.2019.8899708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Control and Automation (ICCA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11250/2618814","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110642574","display_name":"Mateus Sant'Ana","orcid":null},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Mateus Sant\u2019Ana","raw_affiliation_strings":["Dept. of Ocean Oper. & Civil Eng., Norwegian Univ. of Sci. & Technol., Aalesund, Norway","Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology, Aalesund, Norway"],"affiliations":[{"raw_affiliation_string":"Dept. of Ocean Oper. & Civil Eng., Norwegian Univ. of Sci. & Technol., Aalesund, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology, Aalesund, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084479139","display_name":"Guoyuan Li","orcid":"https://orcid.org/0000-0001-7553-0899"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Guoyuan Li","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Ocean Operations and Civil Engineering,Aalesund,Norway,Postboks 1517, N-6025","Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology, Aalesund, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Ocean Operations and Civil Engineering,Aalesund,Norway,Postboks 1517, N-6025","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology, Aalesund, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042518197","display_name":"Houxiang Zhang","orcid":"https://orcid.org/0000-0003-0122-0964"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Houxiang Zhang","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Ocean Operations and Civil Engineering,Aalesund,Norway,Postboks 1517, N-6025","Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology, Aalesund, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Ocean Operations and Civil Engineering,Aalesund,Norway,Postboks 1517, N-6025","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology, Aalesund, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110642574"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":0.5757,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72023881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1569","last_page":"1574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.6276452541351318},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.6082739233970642},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5921648144721985},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5100706219673157},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4676035940647125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4533960819244385},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38974499702453613},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3448042571544647},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3280613124370575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6276452541351318},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6082739233970642},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5921648144721985},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5100706219673157},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4676035940647125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4533960819244385},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38974499702453613},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3448042571544647},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3280613124370575},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icca.2019.8899708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca.2019.8899708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Control and Automation (ICCA)","raw_type":"proceedings-article"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2618814","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2618814","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1569-1574","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2618814","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2618814","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1569-1574","raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W131819148","https://openalex.org/W1549998098","https://openalex.org/W1826143437","https://openalex.org/W2010441594","https://openalex.org/W2029112684","https://openalex.org/W2057017203","https://openalex.org/W2068494370","https://openalex.org/W2071878275","https://openalex.org/W2115287456","https://openalex.org/W2134738818","https://openalex.org/W2146976664","https://openalex.org/W2150483639","https://openalex.org/W2158449659","https://openalex.org/W2162161569","https://openalex.org/W2170131944","https://openalex.org/W2518937691","https://openalex.org/W2587588809","https://openalex.org/W2766574165","https://openalex.org/W2919115771","https://openalex.org/W4285719527","https://openalex.org/W6682217322","https://openalex.org/W6732911487"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W4312417841","https://openalex.org/W4225147082","https://openalex.org/W2778653980"],"abstract_inverted_index":{"Human":[0],"fatigue":[1,23,125,162],"is":[2,28,46,149],"one":[3],"of":[4,8,21,33,71,98,117,124,128,178],"the":[5,31,80,92,118,146,172],"main":[6],"causes":[7],"accidents":[9],"in":[10,35,91,131,166,176],"maritime":[11,36],"domain.":[12],"How":[13],"to":[14,18,30,52,94,151,154,159,170,174],"use":[15],"physiological":[16],"data":[17,50,81,101],"estimate":[19],"degree":[20],"human":[22],"without":[24],"medical":[25],"domain":[26],"knowledge":[27],"significant":[29],"safety":[32],"tasks":[34],"operations.":[37],"In":[38],"this":[39,84],"paper,":[40],"a":[41,110,138,142],"decentralized":[42],"sensor":[43,49,179],"fusion":[44,144],"approach":[45,93],"proposed.":[47],"Various":[48],"used":[51],"monitor":[53],"brain":[54],"wave,":[55],"heart":[56],"rate,":[57],"muscle":[58],"tension,":[59],"body":[60],"temperature,":[61],"visual":[62],"focus":[63],"and":[64,165],"head":[65],"movement,":[66],"together":[67],"with":[68,141],"subjective":[69],"measurement":[70],"Karolinska":[72],"Sleepiness":[73],"Scale":[74],"(KSS)":[75],"values":[76],"are":[77,89,106],"selected":[78],"as":[79],"source":[82],"for":[83,115,161],"study.":[85],"Convolutional":[86],"neural":[87,113],"networks":[88],"adopted":[90],"extract":[95],"local":[96,104],"features":[97,105],"each":[99],"individual":[100],"channel.":[102],"The":[103],"further":[107],"fused":[108],"into":[109],"5-layer":[111],"fuzzy":[112],"network":[114],"classification":[116],"KSS":[119],"values.":[120],"A":[121],"case":[122,177],"study":[123,140],"monitoring":[126],"test":[127],"ship":[129],"maneuvering":[130],"simulator":[132],"has":[133],"been":[134],"carried":[135],"out.":[136],"Through":[137],"comparative":[139],"centralized":[143],"approach,":[145],"proposed":[147],"method":[148],"verified":[150],"be":[152],"able":[153],"provide":[155],"high":[156],"accuracy":[157,173],"up":[158],"96.08%":[160],"level":[163],"classification,":[164],"particular,":[167],"robust":[168],"enough":[169],"maintain":[171],"88.42%":[175],"failure.":[180]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-10-18T00:00:00"}