{"id":"https://openalex.org/W4393217836","doi":"https://doi.org/10.1109/camad59638.2023.10478425","title":"VMD Integrated FMCW Radar System for Non-Invasive Pediatric Vital Sign Estimation","display_name":"VMD Integrated FMCW Radar System for Non-Invasive Pediatric Vital Sign Estimation","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4393217836","doi":"https://doi.org/10.1109/camad59638.2023.10478425"},"language":"en","primary_location":{"id":"doi:10.1109/camad59638.2023.10478425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad59638.2023.10478425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066286751","display_name":"Fahad Ayaz","orcid":"https://orcid.org/0009-0000-8250-5202"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Fahad Ayaz","raw_affiliation_strings":["University of Glasgow,James Watt School of Engineering,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Glasgow,James Watt School of Engineering,United Kingdom","institution_ids":["https://openalex.org/I32062511","https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094256576","display_name":"Basim Alhumaily","orcid":"https://orcid.org/0009-0002-4462-407X"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Basim Alhumaily","raw_affiliation_strings":["University of Glasgow,James Watt School of Engineering,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Glasgow,James Watt School of Engineering,United Kingdom","institution_ids":["https://openalex.org/I32062511","https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025757700","display_name":"Sajjad Hussain","orcid":"https://orcid.org/0000-0003-1802-9728"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sajjad Hussain","raw_affiliation_strings":["University of Glasgow,James Watt School of Engineering,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Glasgow,James Watt School of Engineering,United Kingdom","institution_ids":["https://openalex.org/I32062511","https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331811","display_name":"Muhammad Ali Imran","orcid":"https://orcid.org/0000-0003-4743-9136"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad Ali Imran","raw_affiliation_strings":["University of Glasgow,James Watt School of Engineering,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Glasgow,James Watt School of Engineering,United Kingdom","institution_ids":["https://openalex.org/I32062511","https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089174765","display_name":"Ahmed Zoha","orcid":"https://orcid.org/0000-0001-7497-9336"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]},{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Zoha","raw_affiliation_strings":["University of Glasgow,James Watt School of Engineering,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Glasgow,James Watt School of Engineering,United Kingdom","institution_ids":["https://openalex.org/I32062511","https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066286751"],"corresponding_institution_ids":["https://openalex.org/I32062511","https://openalex.org/I7882870"],"apc_list":null,"apc_paid":null,"fwci":0.2187,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50415282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"264","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9980999827384949,"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":0.9980999827384949,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11738","display_name":"Ultrasound in Clinical Applications","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5119756460189819},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4580191373825073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4506622850894928},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.4456426203250885},{"id":"https://openalex.org/keywords/continuous-wave-radar","display_name":"Continuous-wave radar","score":0.41671597957611084},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4147162139415741},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.3392634689807892},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17292070388793945},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16738513112068176},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15384641289710999},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10468941926956177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05787724256515503}],"concepts":[{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5119756460189819},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4580191373825073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4506622850894928},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.4456426203250885},{"id":"https://openalex.org/C59584813","wikidata":"https://www.wikidata.org/wiki/Q1029234","display_name":"Continuous-wave radar","level":4,"score":0.41671597957611084},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4147162139415741},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.3392634689807892},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17292070388793945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16738513112068176},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15384641289710999},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10468941926956177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05787724256515503},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/camad59638.2023.10478425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad59638.2023.10478425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:307879","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"},{"id":"pmh:oai:eprints.gla.ac.uk:307879","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/62110.html>,","pdf_url":"https://eprints.gla.ac.uk/307879/2/307879.pdf","source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:307879","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.5400000214576721,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2000982976","https://openalex.org/W2107820561","https://openalex.org/W2948920732","https://openalex.org/W2979562123","https://openalex.org/W3010299795","https://openalex.org/W3097797951","https://openalex.org/W3150907257","https://openalex.org/W4221127479","https://openalex.org/W4225261496","https://openalex.org/W4297372087","https://openalex.org/W4311217799","https://openalex.org/W4318475223","https://openalex.org/W4323026311","https://openalex.org/W4381435479","https://openalex.org/W4384339062","https://openalex.org/W4386592766"],"related_works":["https://openalex.org/W2555581363","https://openalex.org/W2091887884","https://openalex.org/W4313855562","https://openalex.org/W2142793224","https://openalex.org/W2091422131","https://openalex.org/W3154381281","https://openalex.org/W2892233029","https://openalex.org/W2759710661","https://openalex.org/W4323793904","https://openalex.org/W2767592251"],"abstract_inverted_index":{"In":[0],"pediatric":[1,147,160],"care,":[2],"non-invasive":[3,33,146],"monitoring":[4],"of":[5,29,98,115,123,141],"the":[6,27,43,56,73,87,99,139],"heart":[7],"rate":[8,12],"(HR)":[9],"and":[10,78,92,127],"respiratory":[11],"(RR)":[13],"faces":[14],"challenges":[15],"due":[16],"to":[17,133],"random":[18,22],"child":[19],"movements.":[20],"These":[21],"movements":[23],"can":[24],"significantly":[25],"degrade":[26],"accuracy":[28],"estimates":[30],"derived":[31],"from":[32],"radar":[34,80,101],"systems.":[35],"This":[36,68],"study":[37],"addressed":[38],"this":[39,142],"challenge":[40],"by":[41,85],"incorporating":[42],"variational":[44],"mode":[45],"decomposition":[46],"(VMD)":[47],"technique":[48,144],"as":[49],"a":[50,105,155],"denoising":[51],"tool":[52],"in":[53,117,125],"conjunction":[54],"with":[55],"conventional":[57],"signal":[58],"processing":[59],"method":[60],"using":[61],"frequency":[62],"modulated":[63],"continuous":[64],"wave":[65],"(FMCW)":[66],"radar.":[67],"combined":[69],"approach":[70],"markedly":[71],"reduced":[72],"motion-induced":[74],"effects":[75],"on":[76],"HR":[77,126],"RR":[79,128],"measurements.":[81],"Validation":[82],"was":[83,130],"achieved":[84],"comparing":[86],"mean":[88,94],"absolute":[89],"error":[90,96],"(MAE)":[91],"root":[93],"square":[95],"(RMSE)":[97],"VMDenhanced":[100],"sensor":[102],"readings":[103],"against":[104],"reference":[106],"sensor:":[107],"On":[108],"applying":[109],"VMD":[110],"for":[111,145,158],"vital":[112,148],"sign":[113,149],"estimation":[114],"children":[116],"motion,":[118],"an":[119],"average":[120],"overall":[121],"improvement":[122],"40.59%":[124],"precision":[129],"noted":[131],"compared":[132],"traditional":[134],"methods.":[135],"Our":[136],"findings":[137],"emphasize":[138],"viability":[140],"integrated":[143],"monitoring,":[150],"particularly":[151],"amidst":[152],"movement,":[153],"suggesting":[154],"valuable":[156],"solution":[157],"practical":[159],"settings.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
