{"id":"https://openalex.org/W4327767804","doi":"https://doi.org/10.1109/ccnc51644.2023.10060068","title":"Non-contact Blood Pressure Prediction Employing Microwave Reflection based on Machine Learning","display_name":"Non-contact Blood Pressure Prediction Employing Microwave Reflection based on Machine Learning","publication_year":2023,"publication_date":"2023-01-08","ids":{"openalex":"https://openalex.org/W4327767804","doi":"https://doi.org/10.1109/ccnc51644.2023.10060068"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51644.2023.10060068","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccnc51644.2023.10060068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th Consumer Communications &amp; Networking Conference (CCNC)","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/A5061228689","display_name":"Hinako Ochi","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hinako Ochi","raw_affiliation_strings":["Waseda University,Fundamental Science and Engineering,Tokyo,Japan","Fundamental Science and Engineering, Waseda University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Waseda University,Fundamental Science and Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Fundamental Science and Engineering, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086773740","display_name":"Jiang Liu","orcid":"https://orcid.org/0000-0003-0613-0298"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jiang Liu","raw_affiliation_strings":["Waseda University,Fundamental Science and Engineering,Tokyo,Japan","Fundamental Science and Engineering, Waseda University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Waseda University,Fundamental Science and Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Fundamental Science and Engineering, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025087534","display_name":"Shigeru Shimamoto","orcid":"https://orcid.org/0000-0002-2266-7362"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigeru Shimamoto","raw_affiliation_strings":["Waseda University,Fundamental Science and Engineering,Tokyo,Japan","Fundamental Science and Engineering, Waseda University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Waseda University,Fundamental Science and Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Fundamental Science and Engineering, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061228689"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":0.2198,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45468494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"696","last_page":"697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":1.0,"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":1.0,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/waveform","display_name":"Waveform","score":0.9212045669555664},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.721792995929718},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.6612334251403809},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.5701904296875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49380478262901306},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.48951470851898193},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.4443674385547638},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.42692136764526367},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17429110407829285},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.1513422131538391},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10526278614997864}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.9212045669555664},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.721792995929718},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.6612334251403809},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.5701904296875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49380478262901306},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.48951470851898193},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.4443674385547638},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.42692136764526367},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17429110407829285},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.1513422131538391},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10526278614997864},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc51644.2023.10060068","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccnc51644.2023.10060068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th Consumer Communications &amp; Networking Conference (CCNC)","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":3,"referenced_works":["https://openalex.org/W2965857341","https://openalex.org/W3179122047","https://openalex.org/W4211129655"],"related_works":["https://openalex.org/W1974895211","https://openalex.org/W2176409448","https://openalex.org/W2129841057","https://openalex.org/W3040712279","https://openalex.org/W2364769705","https://openalex.org/W2056136368","https://openalex.org/W2374664672","https://openalex.org/W4367555392","https://openalex.org/W2538520412","https://openalex.org/W2883092465"],"abstract_inverted_index":{"The":[0],"typical":[1],"measurement":[2],"method":[3,28,40,136],"using":[4],"a":[5,26,38],"cuff":[6],"is":[7,33,107,137],"physiologically":[8],"stressful":[9],"for":[10,29,143],"many,":[11],"especially":[12],"the":[13,20,43,56,66,72,101,120],"elderly":[14],"people.":[15],"In":[16,55],"order":[17],"to":[18,41],"eliminate":[19],"burden":[21],"and":[22,49,63,68,84,126,139],"realize":[23],"comfortable":[24],"measurements,":[25],"non-contact":[27,39,135],"monitoring":[30],"blood":[31,53],"pressure":[32,106],"necessary.":[34],"This":[35],"paper":[36],"proposes":[37],"detect":[42],"human":[44],"pulse,":[45],"acceleration":[46,102,127],"pulse":[47,103,122],"waveform":[48,125],"in":[50],"turn,":[51],"predict":[52],"pressure.":[54],"experiment,":[57],"microwave":[58],"signals":[59],"were":[60],"transmitted":[61],"against,":[62],"reflected":[64],"from":[65,119],"chest":[67],"wrist,":[69],"upon":[70],"which":[71],"time-varying":[73],"Insertion":[74],"loss":[75],"of":[76,92],"Scattering":[77],"parameter(S21)":[78],"was":[79],"acquired.":[80],"Pulse,":[81],"respiration":[82,124],"rate":[83],"Augmentation":[85],"Index(AIx)":[86],"are":[87],"first":[88],"estimated":[89],"via":[90,110],"postprocessing":[91],"acquired":[93],"raw":[94],"data.":[95],"Further":[96],"signal":[97],"processing":[98],"also":[99],"detects":[100],"waveform.":[104,128],"Blood":[105],"then":[108],"predicted":[109],"Machine":[111],"Learning":[112],"(ML)":[113],"methods":[114],"with":[115],"parameter":[116],"values":[117],"derived":[118],"detected":[121],"waveform,":[123],"Our":[129],"works":[130],"indicate":[131],"that":[132],"our":[133],"proposed":[134],"practical":[138],"has":[140],"great":[141],"potential":[142],"future":[144],"smart":[145],"health":[146],"solutions.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
