{"id":"https://openalex.org/W4407693848","doi":"https://doi.org/10.1109/healthcom60970.2024.10880781","title":"From Lab to Bed: Robust and Adaptive Non-Contact IoT Sleep Monitoring for Smart Health","display_name":"From Lab to Bed: Robust and Adaptive Non-Contact IoT Sleep Monitoring for Smart Health","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4407693848","doi":"https://doi.org/10.1109/healthcom60970.2024.10880781"},"language":"en","primary_location":{"id":"doi:10.1109/healthcom60970.2024.10880781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application &amp;amp; Services (HealthCom)","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/A5048977726","display_name":"Andy Yiu-Chau Tam","orcid":"https://orcid.org/0000-0001-6563-8177"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Andy Yiu-Chau Tam","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024029482","display_name":"Derek Ka-Hei Lai","orcid":"https://orcid.org/0000-0003-3950-871X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Derek Ka-Hei Lai","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010270380","display_name":"Ye-Jiao Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ye-Jiao Mao","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040199311","display_name":"Minxin Chen","orcid":"https://orcid.org/0000-0002-2667-9715"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Minxin Chen","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036742312","display_name":"Duo Wai\u2010Chi Wong","orcid":"https://orcid.org/0000-0002-8805-1157"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Duo Wai-Chi Wong","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047913546","display_name":"James Chung\u2010Wai Cheung","orcid":"https://orcid.org/0000-0001-7446-0569"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"James Chung-Wai Cheung","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Biomedical Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048977726"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28219964,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/internet-of-things","display_name":"Internet of Things","score":0.6767054200172424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6075646877288818},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5564812421798706},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34683746099472046},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3349384069442749},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09936526417732239}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6767054200172424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6075646877288818},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5564812421798706},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34683746099472046},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3349384069442749},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09936526417732239}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/healthcom60970.2024.10880781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application &amp;amp; Services (HealthCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2614101190","https://openalex.org/W2807416982","https://openalex.org/W2899382056","https://openalex.org/W2913196375","https://openalex.org/W3195191735","https://openalex.org/W3217770693","https://openalex.org/W4213067501","https://openalex.org/W4306743325","https://openalex.org/W4320736630","https://openalex.org/W4321597212","https://openalex.org/W4387571709","https://openalex.org/W4400905682","https://openalex.org/W4401244278","https://openalex.org/W6800440403"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"Poor":[0],"sleep":[1,29,44,120,129,135],"quality":[2,130],"has":[3],"far-reaching":[4],"consequences,":[5],"including":[6],"increased":[7],"incidence":[8],"of":[9,118],"psychological":[10],"disorders,":[11],"cognitive":[12],"impairment,":[13],"and":[14,46,53,76,91],"physical":[15,84],"illness,":[16],"which":[17],"also":[18],"place":[19],"significant":[20],"strain":[21],"on":[22],"caregivers.":[23],"The":[24,95],"current":[25],"gold":[26],"standard":[27],"for":[28,49,72,83,127],"assessment,":[30],"polysomnography,":[31],"suffers":[32],"from":[33],"limitations":[34],"such":[35],"as":[36],"complexity,":[37],"high":[38],"cost,":[39],"interfere":[40],"with":[41],"participants'":[42,133],"natural":[43,134],"behavior":[45],"the":[47,81,116],"need":[48,82],"specialized":[50],"laboratory":[51],"settings":[52],"trained":[54],"professionals.":[55],"To":[56],"address":[57],"these":[58],"challenges,":[59],"we":[60],"propose":[61],"a":[62,124],"novel":[63],"contactless":[64],"sensing,":[65],"lightweight":[66],"real-time":[67],"IoT":[68],"system":[69,96],"designed":[70],"specifically":[71],"monitoring":[73,121],"vital":[74],"signs":[75],"posture":[77],"under":[78],"blankets,":[79],"eliminating":[80],"contact":[85],"or":[86],"wearable":[87],"sensors,":[88],"ensuring":[89],"comfort":[90],"minimizes":[92],"patient":[93],"anxiety.":[94],"utilizes":[97],"an":[98],"incremental":[99],"learning":[100],"approach":[101],"to":[102,104,115],"adapt":[103],"out-of-distribution":[105],"datasets":[106],"during":[107],"long-term":[108],"deployment,":[109],"enhancing":[110],"robustness.":[111],"Our":[112],"research":[113],"contributes":[114],"advancement":[117],"non-invasive":[119],"technology,":[122],"providing":[123],"valuable":[125],"tool":[126],"assessing":[128],"without":[131],"disrupting":[132],"patterns.":[136]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
