{"id":"https://openalex.org/W3182907785","doi":"https://doi.org/10.1145/3453892.3454001","title":"DIY-PressMat: A Smart Sensor Mat for Posture Detection Applicable for Bed-exit Intention Detection, Pressure Ulcer Prevention, and Sleep Apnea Mitigation","display_name":"DIY-PressMat: A Smart Sensor Mat for Posture Detection Applicable for Bed-exit Intention Detection, Pressure Ulcer Prevention, and Sleep Apnea Mitigation","publication_year":2021,"publication_date":"2021-06-29","ids":{"openalex":"https://openalex.org/W3182907785","doi":"https://doi.org/10.1145/3453892.3454001","mag":"3182907785"},"language":"en","primary_location":{"id":"doi:10.1145/3453892.3454001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453892.3454001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th PErvasive Technologies Related to Assistive Environments Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://publica.fraunhofer.de/documents/N-642505.html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039971289","display_name":"Denys J. C. Matthies","orcid":"https://orcid.org/0000-0001-9595-498X"},"institutions":[{"id":"https://openalex.org/I4210127057","display_name":"Technical University of Applied Sciences L\u00fcbeck","ror":"https://ror.org/032xqbj11","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210127057"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Denys J.C. Matthies","raw_affiliation_strings":["Technical University of Applied Sciences L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Applied Sciences L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210127057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072799933","display_name":"Marian Haescher","orcid":"https://orcid.org/0000-0002-1242-0278"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marian Haescher","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD Rostock, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056615027","display_name":"Wencke Chodan","orcid":"https://orcid.org/0000-0002-9613-4059"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wencke Chodan","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD Rostock, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051734638","display_name":"Gerald Bieber","orcid":"https://orcid.org/0000-0003-2496-6232"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerald Bieber","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD Rostock, Germany","institution_ids":["https://openalex.org/I3019423309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039971289"],"corresponding_institution_ids":["https://openalex.org/I4210127057"],"apc_list":null,"apc_paid":null,"fwci":3.1913,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91440765,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"76","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/supine-position","display_name":"Supine position","score":0.8576794266700745},{"id":"https://openalex.org/keywords/sitting","display_name":"Sitting","score":0.7059252262115479},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.5594169497489929},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5565742254257202},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5541502833366394},{"id":"https://openalex.org/keywords/pressure-sensor","display_name":"Pressure sensor","score":0.5256475210189819},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47590216994285583},{"id":"https://openalex.org/keywords/body-position","display_name":"Body position","score":0.44463589787483215},{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.4127761125564575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4065154194831848},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3558194935321808},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3210946321487427},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2728203535079956},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26455187797546387},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1114606261253357},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.08789286017417908},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08256617188453674}],"concepts":[{"id":"https://openalex.org/C125567185","wikidata":"https://www.wikidata.org/wiki/Q3267428","display_name":"Supine position","level":2,"score":0.8576794266700745},{"id":"https://openalex.org/C2776370487","wikidata":"https://www.wikidata.org/wiki/Q1144593","display_name":"Sitting","level":2,"score":0.7059252262115479},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.5594169497489929},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5565742254257202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5541502833366394},{"id":"https://openalex.org/C41325743","wikidata":"https://www.wikidata.org/wiki/Q1261040","display_name":"Pressure sensor","level":2,"score":0.5256475210189819},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47590216994285583},{"id":"https://openalex.org/C3020507314","wikidata":"https://www.wikidata.org/wiki/Q29034095","display_name":"Body position","level":2,"score":0.44463589787483215},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.4127761125564575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4065154194831848},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3558194935321808},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3210946321487427},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2728203535079956},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26455187797546387},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1114606261253357},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.08789286017417908},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08256617188453674},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3453892.3454001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453892.3454001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th PErvasive Technologies Related to Assistive Environments Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-642505","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-642505.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"Fraunhofer IGD-R","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/412655","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/412655","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:fraunhofer.de:N-642505","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-642505.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"Fraunhofer IGD-R","raw_type":"Conference Paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4699999988079071,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W67775931","https://openalex.org/W1521716642","https://openalex.org/W1968496055","https://openalex.org/W1979428247","https://openalex.org/W2000400208","https://openalex.org/W2051259889","https://openalex.org/W2051510104","https://openalex.org/W2068405840","https://openalex.org/W2093666704","https://openalex.org/W2123418885","https://openalex.org/W2144149915","https://openalex.org/W2154060975","https://openalex.org/W2184656197","https://openalex.org/W2399769270","https://openalex.org/W2540221282","https://openalex.org/W2553748989","https://openalex.org/W2568698092","https://openalex.org/W2899382056","https://openalex.org/W2909812249","https://openalex.org/W2990221417","https://openalex.org/W3150327669"],"related_works":["https://openalex.org/W2004824493","https://openalex.org/W2313960535","https://openalex.org/W2139132731","https://openalex.org/W1013818882","https://openalex.org/W1983586636","https://openalex.org/W2414402596","https://openalex.org/W4307265274","https://openalex.org/W1974786509","https://openalex.org/W2374333696","https://openalex.org/W2079507486"],"abstract_inverted_index":{"In":[0,73],"this":[1],"research,":[2],"we":[3,52],"present":[4],"a":[5,54,61,79,86],"proof-of-concept":[6],"Do-It-Yourself":[7],"(DIY)":[8],"bed":[9],"sensor":[10],"mat":[11],"that":[12],"is":[13],"capable":[14],"to":[15,78],"detect":[16],"five":[17],"user":[18],"postures,":[19],"including:":[20],"Supine":[21],"position,":[22,24],"Prone":[23],"Lateral":[25,28],"position":[26,29],"(left),":[27],"(right),":[30],"and":[31,42,59,84,105],"Sitting.":[32],"Our":[33],"prototype":[34],"incorporates":[35],"two":[36],"types":[37],"of":[38,67,81],"sensors:":[39],"Pressure":[40],"Tiles":[41],"Capacitive":[43],"Sensing.":[44],"To":[45],"gain":[46],"an":[47,70],"impression":[48],"on":[49],"the":[50],"accuracy,":[51],"conducted":[53],"study":[55],"with":[56],"11":[57],"participants":[58],"developed":[60],"machine":[62],"learning":[63],"model":[64],"showing":[65],"accuracy":[66],"85%":[68],"for":[69],"unknown":[71],"user.":[72],"fact,":[74],"nocturnal":[75],"postures":[76],"extend":[77],"third":[80],"ones":[82],"lifetime":[83],"therefore,":[85],"posture":[87],"detection":[88],"can":[89],"be":[90],"particularly":[91],"interesting.":[92],"Enabled":[93],"application":[94],"scenarios":[95],"include":[96],"pressure":[97],"ulcer":[98],"prevention,":[99],"bed-exit":[100],"intention":[101],"detection,":[102,104],"diabetes":[103],"sleep":[106],"apnea":[107],"mitigation.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}