{"id":"https://openalex.org/W4286001143","doi":"https://doi.org/10.1145/3549941","title":"Passive and Context-Aware In-Home Vital Signs Monitoring Using Co-Located UWB-Depth Sensor Fusion","display_name":"Passive and Context-Aware In-Home Vital Signs Monitoring Using Co-Located UWB-Depth Sensor Fusion","publication_year":2022,"publication_date":"2022-07-20","ids":{"openalex":"https://openalex.org/W4286001143","doi":"https://doi.org/10.1145/3549941"},"language":"en","primary_location":{"id":"doi:10.1145/3549941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549941","pdf_url":null,"source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","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/A5074125109","display_name":"Zongxing Xie","orcid":"https://orcid.org/0000-0002-3464-1610"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zongxing Xie","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-3464-1610","affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030759821","display_name":"Bing Zhou","orcid":"https://orcid.org/0000-0002-0838-7858"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bing Zhou","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, USA"],"raw_orcid":"https://orcid.org/0000-0002-0838-7858","affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079308117","display_name":"Xi Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xi Cheng","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6588-2129","affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027464817","display_name":"Elinor Schoenfeld","orcid":"https://orcid.org/0000-0001-6392-1104"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elinor Schoenfeld","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6392-1104","affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100405476","display_name":"Fan Ye","orcid":"https://orcid.org/0000-0002-0131-6424"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fan Ye","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-0131-6424","affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4283,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.79334542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"3","issue":"4","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/vital-signs","display_name":"Vital signs","score":0.8947365880012512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.771560549736023},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6867236495018005},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5830804705619812},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5772600769996643},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5134319067001343},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4661392569541931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46576905250549316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36895906925201416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33575698733329773}],"concepts":[{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.8947365880012512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.771560549736023},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6867236495018005},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5830804705619812},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5772600769996643},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5134319067001343},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4661392569541931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46576905250549316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36895906925201416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33575698733329773},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3549941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549941","pdf_url":null,"source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4399999976158142,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1588659085","https://openalex.org/W1755563775","https://openalex.org/W1977986674","https://openalex.org/W1981221121","https://openalex.org/W2016095118","https://openalex.org/W2016370421","https://openalex.org/W2016549506","https://openalex.org/W2017475793","https://openalex.org/W2019628588","https://openalex.org/W2019839067","https://openalex.org/W2024307315","https://openalex.org/W2058073580","https://openalex.org/W2064675550","https://openalex.org/W2065726711","https://openalex.org/W2085522395","https://openalex.org/W2095396347","https://openalex.org/W2096733369","https://openalex.org/W2099741732","https://openalex.org/W2100384625","https://openalex.org/W2107868282","https://openalex.org/W2132083787","https://openalex.org/W2133225252","https://openalex.org/W2134639649","https://openalex.org/W2139705460","https://openalex.org/W2143428794","https://openalex.org/W2162020807","https://openalex.org/W2164692160","https://openalex.org/W2167355791","https://openalex.org/W2172156083","https://openalex.org/W2172292165","https://openalex.org/W2194775991","https://openalex.org/W2344494366","https://openalex.org/W2397398513","https://openalex.org/W2467368527","https://openalex.org/W2471074815","https://openalex.org/W2472986878","https://openalex.org/W2507908806","https://openalex.org/W2508076931","https://openalex.org/W2545992458","https://openalex.org/W2548765505","https://openalex.org/W2558906580","https://openalex.org/W2559085405","https://openalex.org/W2586153046","https://openalex.org/W2626807326","https://openalex.org/W2753992112","https://openalex.org/W2762561030","https://openalex.org/W2769087576","https://openalex.org/W2776989546","https://openalex.org/W2785980750","https://openalex.org/W2789211918","https://openalex.org/W2792112256","https://openalex.org/W2794413698","https://openalex.org/W2808150334","https://openalex.org/W2820000974","https://openalex.org/W2827033964","https://openalex.org/W2835408549","https://openalex.org/W2895880589","https://openalex.org/W2896542121","https://openalex.org/W2898211994","https://openalex.org/W2898673686","https://openalex.org/W2904555174","https://openalex.org/W2912868098","https://openalex.org/W2914397179","https://openalex.org/W2950821050","https://openalex.org/W2987144427","https://openalex.org/W3009610020","https://openalex.org/W3093719170","https://openalex.org/W3108777672","https://openalex.org/W3119994608","https://openalex.org/W3145843217","https://openalex.org/W3151835028","https://openalex.org/W3189991302","https://openalex.org/W3212193748","https://openalex.org/W3212700396","https://openalex.org/W4200425900","https://openalex.org/W4210444656","https://openalex.org/W4232135423","https://openalex.org/W4242897130","https://openalex.org/W4246571396","https://openalex.org/W4248017917","https://openalex.org/W4248107070","https://openalex.org/W4249914127","https://openalex.org/W4252570933","https://openalex.org/W4297779039","https://openalex.org/W4300282602","https://openalex.org/W4301062550","https://openalex.org/W4302032420","https://openalex.org/W4365806510","https://openalex.org/W4381785383"],"related_works":["https://openalex.org/W135666085","https://openalex.org/W2053514191","https://openalex.org/W30340901","https://openalex.org/W4205307318","https://openalex.org/W2162926135","https://openalex.org/W3005991535","https://openalex.org/W2087901682","https://openalex.org/W4285102294","https://openalex.org/W2052460383","https://openalex.org/W3948632"],"abstract_inverted_index":{"Basic":[0],"vital":[1,41,72,99,150,207],"signs":[2,42,100],"such":[3],"as":[4,197,199],"heart":[5],"and":[6,10,21,26,53,65,69,138,173,190,205],"respiratory":[7],"rates":[8],"(HR":[9],"RR)":[11],"are":[12],"essential":[13],"bio-indicators.":[14],"Their":[15],"longitudinal":[16],"in-home":[17],"collection":[18],"enables":[19],"prediction":[20],"detection":[22],"of":[23,48,85,93,164,193],"disease":[24],"onset":[25],"change,":[27],"providing":[28,141],"for":[29,203],"earlier":[30],"health":[31],"intervention.":[32],"In":[33],"this":[34],"article,":[35],"we":[36,60,124,158],"propose":[37],"a":[38,46,77,105,126,175],"robust,":[39],"non-touch":[40],"monitoring":[43],"system":[44,202],"using":[45],"pair":[47],"co-located":[49],"Ultra-Wide":[50],"Band":[51],"(UWB)":[52],"depth":[54,171],"sensors.":[55],"By":[56],"extensive":[57],"manual":[58],"examination,":[59],"identify":[61],"four":[62],"typical":[63],"temporal":[64],"spectral":[66],"signal":[67,107,114],"patterns":[68,87],"their":[70,139],"suitable":[71],"sign":[73,151,208],"estimators.":[74],"We":[75,102],"devise":[76,160],"probabilistic":[78,176],"weighted":[79,91],"framework":[80],"(PWF)":[81],"that":[82],"quantifies":[83],"evidence":[84],"these":[86],"to":[88,96,110,134,145,179],"update":[89],"the":[90,98,112,161,165,170,188,194,200],"combination":[92],"estimator":[94],"output":[95],"track":[97],"robustly.":[101],"also":[103],"design":[104],"\u201cheatmap\u201d-based":[106],"quality":[108],"detector":[109],"exclude":[111],"disturbed":[113],"from":[115,148,169],"inadvertent":[116],"motions.":[117],"To":[118,153],"monitor":[119],"multiple":[120],"co-habiting":[121],"subjects":[122],"in-home,":[123],"build":[125],"two-branch":[127],"long":[128],"short-term":[129],"memory":[130],"(LSTM)":[131],"neural":[132],"network":[133],"distinguish":[135],"between":[136],"individuals":[137],"activities,":[140],"activity":[142],"context":[143,156],"crucial":[144],"disambiguating":[146],"critical":[147],"normal":[149],"variability.":[152],"achieve":[154],"reliable":[155],"annotation,":[157],"carefully":[159],"feature":[162],"set":[163],"consecutive":[166],"skeletal":[167],"poses":[168],"data,":[172],"develop":[174],"tracking":[177],"model":[178],"tackle":[180],"non-line-of-sight":[181],"(NLOS)":[182],"cases.":[183],"Our":[184],"experimental":[185],"results":[186],"demonstrate":[187],"robustness":[189],"superior":[191],"performance":[192],"individual":[195],"modules":[196],"well":[198],"end-to-end":[201],"passive":[204],"context-aware":[206],"monitoring.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
