{"id":"https://openalex.org/W4400449265","doi":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584179","title":"Sleeping Posture Classification Through a Multi-Sensing Smart Mattress Based On Fiber Bragg Grating Sensors: A Feasibility Study","display_name":"Sleeping Posture Classification Through a Multi-Sensing Smart Mattress Based On Fiber Bragg Grating Sensors: A Feasibility Study","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4400449265","doi":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584179"},"language":"en","primary_location":{"id":"doi:10.1109/metroind4.0iot61288.2024.10584179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT)","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/A5065762176","display_name":"Federico D\u2019Antoni","orcid":"https://orcid.org/0000-0001-7377-5462"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federico D\u2019Antoni","raw_affiliation_strings":["Fond. Pol. Campus Bio-Medico,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Fond. Pol. Campus Bio-Medico,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087652796","display_name":"Francesca De Tommasi","orcid":"https://orcid.org/0000-0003-3575-6038"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca De Tommasi","raw_affiliation_strings":["Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100282284","display_name":"Giampiero Bartolomei","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giampiero Bartolomei","raw_affiliation_strings":["Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076867458","display_name":"Daniela Lo Presti","orcid":"https://orcid.org/0000-0002-1507-231X"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniela Lo Presti","raw_affiliation_strings":["Università Campus Bio-Medico di Roma & Fond. Pol. Campus Bio-Medico,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma & Fond. Pol. Campus Bio-Medico,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019167470","display_name":"Luca Vollero","orcid":"https://orcid.org/0000-0002-6928-0157"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Vollero","raw_affiliation_strings":["Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042560569","display_name":"Sergio Silvestri","orcid":"https://orcid.org/0000-0002-5863-8336"},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Silvestri","raw_affiliation_strings":["Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026033118","display_name":"Emiliano Schena","orcid":"https://orcid.org/0000-0002-9696-1265"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emiliano Schena","raw_affiliation_strings":["Università Campus Bio-Medico di Roma & Fond. Pol. Campus Bio-Medico,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma & Fond. Pol. Campus Bio-Medico,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062985886","display_name":"Mario Merone","orcid":"https://orcid.org/0000-0002-9406-2397"},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Merone","raw_affiliation_strings":["Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353","https://openalex.org/I4210127672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048168670","display_name":"Carlo Massaroni","orcid":"https://orcid.org/0000-0002-3090-5623"},"institutions":[{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Massaroni","raw_affiliation_strings":["Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy"],"affiliations":[{"raw_affiliation_string":"Università Campus Bio-Medico di Roma,Dpt. of Engineering,Rome,Italy","institution_ids":["https://openalex.org/I155125353","https://openalex.org/I4210127672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5065762176"],"corresponding_institution_ids":["https://openalex.org/I155125353"],"apc_list":null,"apc_paid":null,"fwci":1.0624,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77786926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"322","last_page":"327"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.8123999834060669,"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":0.8123999834060669,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fiber-bragg-grating","display_name":"Fiber Bragg grating","score":0.9309810400009155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5215803980827332},{"id":"https://openalex.org/keywords/fiber-optic-sensor","display_name":"Fiber optic sensor","score":0.4835769534111023},{"id":"https://openalex.org/keywords/phosfos","display_name":"PHOSFOS","score":0.48148882389068604},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.38556715846061707},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3294519782066345},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.299652099609375},{"id":"https://openalex.org/keywords/graded-index-fiber","display_name":"Graded-index fiber","score":0.15510037541389465},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12022650241851807},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09512984752655029}],"concepts":[{"id":"https://openalex.org/C43091971","wikidata":"https://www.wikidata.org/wiki/Q1397391","display_name":"Fiber Bragg grating","level":3,"score":0.9309810400009155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5215803980827332},{"id":"https://openalex.org/C21651689","wikidata":"https://www.wikidata.org/wiki/Q1397427","display_name":"Fiber optic sensor","level":3,"score":0.4835769534111023},{"id":"https://openalex.org/C78634431","wikidata":"https://www.wikidata.org/wiki/Q7119254","display_name":"PHOSFOS","level":5,"score":0.48148882389068604},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.38556715846061707},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3294519782066345},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.299652099609375},{"id":"https://openalex.org/C113102252","wikidata":"https://www.wikidata.org/wiki/Q5591869","display_name":"Graded-index fiber","level":4,"score":0.15510037541389465},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12022650241851807},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09512984752655029}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroind4.0iot61288.2024.10584179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroind4.0iot61288.2024.10584179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1744121058","https://openalex.org/W2016741124","https://openalex.org/W2040827540","https://openalex.org/W2058984675","https://openalex.org/W2066341728","https://openalex.org/W2077005869","https://openalex.org/W2100082745","https://openalex.org/W2104360924","https://openalex.org/W2113486371","https://openalex.org/W2149677507","https://openalex.org/W2164316140","https://openalex.org/W2515096021","https://openalex.org/W2793816034","https://openalex.org/W2890992624","https://openalex.org/W2964278775","https://openalex.org/W2997775139","https://openalex.org/W3011782052","https://openalex.org/W3081265596","https://openalex.org/W3120440973","https://openalex.org/W3130100348","https://openalex.org/W3136620600","https://openalex.org/W3156210533","https://openalex.org/W3157212560","https://openalex.org/W3173403691","https://openalex.org/W3183515536","https://openalex.org/W3210003497","https://openalex.org/W4212859008","https://openalex.org/W4292265800","https://openalex.org/W4312279747","https://openalex.org/W4317491931","https://openalex.org/W4321022030","https://openalex.org/W4366179091","https://openalex.org/W4376603109","https://openalex.org/W4377007656","https://openalex.org/W4385694519"],"related_works":["https://openalex.org/W2045037654","https://openalex.org/W2377366345","https://openalex.org/W2054819528","https://openalex.org/W3205454610","https://openalex.org/W2096440838","https://openalex.org/W2365148668","https://openalex.org/W3207640841","https://openalex.org/W1482916081","https://openalex.org/W2065887225","https://openalex.org/W2894868974"],"abstract_inverted_index":{"Monitoring":[0],"sleeping":[1,107],"posture":[2,88],"plays":[3],"a":[4,91,135],"pivotal":[5],"role":[6],"in":[7,38,152],"the":[8,58,119,122,153,173],"diagnosis":[9],"and":[10,17,63,79,103,115,142],"prevention":[11],"of":[12,60,121,155,175],"sleep-related":[13,128],"disorders.":[14],"Artificial":[15],"intelligence":[16],"unobtrusive":[18],"devices":[19],"are":[20,35,46],"commonly":[21],"used":[22],"to":[23,161],"track":[24],"sleep":[25],"biomarkers":[26],"such":[27],"as":[28],"posture.":[29],"Among":[30],"several":[31],"devices,":[32],"smart":[33],"mattresses":[34],"gaining":[36,47],"momentum":[37],"this":[39,54],"field.":[40],"Fiber":[41],"Bragg":[42],"grating":[43],"sensors":[44],"(FBGs)":[45],"broad":[48],"acceptance":[49],"for":[50,86,118],"mattress":[51],"instrumentation.":[52],"In":[53,130],"study,":[55],"we":[56,132],"propose":[57],"implementation":[59],"machine":[61],"learning":[62,65],"deep":[64],"classification":[66,137],"models":[67],"(Support":[68],"Vector":[69],"Machine":[70],"-SVM-,":[71],"Decision":[72],"Tree":[73],"-DT-,":[74],"Long":[75],"Short-Term":[76],"Memory":[77],"-LSTM-":[78],"2D":[80,176],"Convolutional":[81],"Neural":[82],"Network":[83],"-2D":[84],"CNN-)":[85],"automatic":[87],"recognition":[89],"through":[90],"multi-sensing":[92],"FBG-based":[93],"mattress.":[94],"Experimental":[95],"testing":[96],"on":[97],"five":[98],"healthy":[99],"volunteers":[100],"(both":[101],"male":[102],"female)":[104],"taking":[105],"different":[106,127],"postures":[108,141],"(i.e.,":[109,170],"supine,":[110],"right":[111,145,164],"lateral,":[112,114],"left":[113,143,167],"prone)":[116],"allowed":[117],"assessment":[120],"proposed":[123],"devices\u2019":[124],"performance":[125],"under":[126],"conditions.":[129],"particular,":[131],"carried":[133],"out":[134],"binary":[136],"(axial":[138],"vs":[139,144,157,166],"lateral":[140,146,158,165,168],"postures).The":[147],"results":[148],"demonstrated":[149],"higher":[150],"accuracy":[151],"case":[154],"axial":[156],"task":[159,169],"(up":[160],"89%)":[162],"than":[163],"80%),":[171],"employing":[172],"use":[174],"CNN.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}