{"id":"https://openalex.org/W4321020733","doi":"https://doi.org/10.1109/comsnets56262.2023.10041350","title":"Micro-Vibration Based Health Monitoring: Effect of External Factors on Ballistocardiogram Signals","display_name":"Micro-Vibration Based Health Monitoring: Effect of External Factors on Ballistocardiogram Signals","publication_year":2023,"publication_date":"2023-01-03","ids":{"openalex":"https://openalex.org/W4321020733","doi":"https://doi.org/10.1109/comsnets56262.2023.10041350"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets56262.2023.10041350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets56262.2023.10041350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS)","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/A5096908604","display_name":"Ume Hani Jawad","orcid":null},"institutions":[{"id":"https://openalex.org/I876098953","display_name":"Bangalore Medical College and Research Institute","ror":"https://ror.org/05qmk4a18","country_code":"IN","type":"education","lineage":["https://openalex.org/I286135121","https://openalex.org/I876098953"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ume Hani Jawad","raw_affiliation_strings":["B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I876098953"]},{"raw_affiliation_string":"Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008205551","display_name":"Vaishnavi Rangaraj","orcid":null},"institutions":[{"id":"https://openalex.org/I876098953","display_name":"Bangalore Medical College and Research Institute","ror":"https://ror.org/05qmk4a18","country_code":"IN","type":"education","lineage":["https://openalex.org/I286135121","https://openalex.org/I876098953"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vaishnavi Rangaraj","raw_affiliation_strings":["B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I876098953"]},{"raw_affiliation_string":"Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071047790","display_name":"Arpitha Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I876098953","display_name":"Bangalore Medical College and Research Institute","ror":"https://ror.org/05qmk4a18","country_code":"IN","type":"education","lineage":["https://openalex.org/I286135121","https://openalex.org/I876098953"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arpitha Kumar","raw_affiliation_strings":["B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I876098953"]},{"raw_affiliation_string":"Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028534118","display_name":"Rakshith K. Shetty","orcid":null},"institutions":[{"id":"https://openalex.org/I876098953","display_name":"Bangalore Medical College and Research Institute","ror":"https://ror.org/05qmk4a18","country_code":"IN","type":"education","lineage":["https://openalex.org/I286135121","https://openalex.org/I876098953"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakshith K. Shetty","raw_affiliation_strings":["B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I876098953"]},{"raw_affiliation_string":"Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052517502","display_name":"Swarna Kedia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094045","display_name":"Shell (India)","ror":"https://ror.org/00ntq6s45","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210094045","https://openalex.org/I7923278"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swarna Kedia","raw_affiliation_strings":["Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","Turtle Shell Technologies Pvt. Ltd., Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","institution_ids":["https://openalex.org/I4210094045"]},{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd., Bengaluru, India","institution_ids":["https://openalex.org/I4210094045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043779491","display_name":"Abhishek Appaji","orcid":"https://orcid.org/0000-0002-1978-6037"},"institutions":[{"id":"https://openalex.org/I876098953","display_name":"Bangalore Medical College and Research Institute","ror":"https://ror.org/05qmk4a18","country_code":"IN","type":"education","lineage":["https://openalex.org/I286135121","https://openalex.org/I876098953"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Appaji","raw_affiliation_strings":["B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"B. M. S. College of Engineering,Department of Medical Electronics Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I876098953"]},{"raw_affiliation_string":"Department of Medical Electronics Engineering, B. M. S. College of Engineering, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034302593","display_name":"Madhusmita Rawooth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094045","display_name":"Shell (India)","ror":"https://ror.org/00ntq6s45","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210094045","https://openalex.org/I7923278"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhusmita Rawooth","raw_affiliation_strings":["Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","Turtle Shell Technologies Pvt. Ltd., Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","institution_ids":["https://openalex.org/I4210094045"]},{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd., Bengaluru, India","institution_ids":["https://openalex.org/I4210094045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055419493","display_name":"Pooja Kadambi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094045","display_name":"Shell (India)","ror":"https://ror.org/00ntq6s45","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210094045","https://openalex.org/I7923278"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pooja Kadambi","raw_affiliation_strings":["Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","Turtle Shell Technologies Pvt. Ltd., Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","institution_ids":["https://openalex.org/I4210094045"]},{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd., Bengaluru, India","institution_ids":["https://openalex.org/I4210094045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103221223","display_name":"Pavan Kumar Kaushik","orcid":"https://orcid.org/0000-0002-9431-3993"},"institutions":[{"id":"https://openalex.org/I4210094045","display_name":"Shell (India)","ror":"https://ror.org/00ntq6s45","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210094045","https://openalex.org/I7923278"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pavan Kumar Kaushik","raw_affiliation_strings":["Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","Turtle Shell Technologies Pvt. Ltd., Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","institution_ids":["https://openalex.org/I4210094045"]},{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd., Bengaluru, India","institution_ids":["https://openalex.org/I4210094045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111688799","display_name":"Vishwa Nath Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094045","display_name":"Shell (India)","ror":"https://ror.org/00ntq6s45","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210094045","https://openalex.org/I7923278"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vishwa Singh","raw_affiliation_strings":["Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","Turtle Shell Technologies Pvt. Ltd., Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd.,Bengaluru,India","institution_ids":["https://openalex.org/I4210094045"]},{"raw_affiliation_string":"Turtle Shell Technologies Pvt. Ltd., Bengaluru, India","institution_ids":["https://openalex.org/I4210094045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5096908604"],"corresponding_institution_ids":["https://openalex.org/I876098953"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01241851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9976999759674072,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9973999857902527,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/supine-position","display_name":"Supine position","score":0.7308205366134644},{"id":"https://openalex.org/keywords/ballistocardiography","display_name":"Ballistocardiography","score":0.7255628108978271},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6171737909317017},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5200681090354919},{"id":"https://openalex.org/keywords/body-position","display_name":"Body position","score":0.5163282752037048},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4989900588989258},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4889615774154663},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.4573372006416321},{"id":"https://openalex.org/keywords/vital-signs","display_name":"Vital signs","score":0.4516616463661194},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.4339791238307953},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.38560035824775696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3466946482658386},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3235568702220917},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3229718804359436},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.17674264311790466},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17339888215065002},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1151917576789856},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.10494491457939148}],"concepts":[{"id":"https://openalex.org/C125567185","wikidata":"https://www.wikidata.org/wiki/Q3267428","display_name":"Supine position","level":2,"score":0.7308205366134644},{"id":"https://openalex.org/C2779611634","wikidata":"https://www.wikidata.org/wiki/Q4851812","display_name":"Ballistocardiography","level":2,"score":0.7255628108978271},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6171737909317017},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5200681090354919},{"id":"https://openalex.org/C3020507314","wikidata":"https://www.wikidata.org/wiki/Q29034095","display_name":"Body position","level":2,"score":0.5163282752037048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4989900588989258},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4889615774154663},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.4573372006416321},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.4516616463661194},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.4339791238307953},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.38560035824775696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3466946482658386},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3235568702220917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3229718804359436},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.17674264311790466},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17339888215065002},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1151917576789856},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.10494491457939148},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets56262.2023.10041350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets56262.2023.10041350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS)","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/W11959504","https://openalex.org/W151058551","https://openalex.org/W2039319538","https://openalex.org/W2109523268","https://openalex.org/W2319531990","https://openalex.org/W2345200789","https://openalex.org/W2811152287","https://openalex.org/W2913173145","https://openalex.org/W2947545851","https://openalex.org/W2973867941","https://openalex.org/W3092231123","https://openalex.org/W4295507507","https://openalex.org/W6600466113","https://openalex.org/W6773544962"],"related_works":["https://openalex.org/W2334254954","https://openalex.org/W1964234670","https://openalex.org/W2168555655","https://openalex.org/W2034549037","https://openalex.org/W3029518832","https://openalex.org/W2359326698","https://openalex.org/W2047261063","https://openalex.org/W2057676982","https://openalex.org/W2376607790","https://openalex.org/W4321020733"],"abstract_inverted_index":{"Vital":[0],"health":[1,13],"parameters":[2,101],"can":[3],"provide":[4],"a":[5,22,33,95,105],"staggering":[6],"amount":[7],"of":[8,14,28,56,145,190],"information":[9],"about":[10],"the":[11,26,37,54,71,89,116,131,136,139,143,146,157,161,165,187,191,197],"general":[12],"an":[15,204],"individual,":[16],"and":[17,43,67,115,120,134,167,173,175,194],"continuous":[18,99],"vital":[19,100],"monitoring":[20,102,208],"plays":[21],"significant":[23],"role":[24],"in":[25,78,104,156,185],"identification":[27],"clinical":[29],"deterioration.":[30],"Ballistocardiography":[31],"(BCG),":[32],"technique":[34],"to":[35,75,129,141,203],"measure":[36],"micro-vibrations":[38],"caused":[39],"by":[40,92],"cardiac":[41],"contractions":[42],"body":[44,61],"movements,":[45],"allows":[46],"for":[47,118],"long-term":[48],"non-invasive,":[49],"contactless":[50,98],"vitals":[51],"monitoring.":[52],"However,":[53],"effect":[55],"external":[57,198],"factors,":[58],"such":[59],"as":[60],"posture,":[62],"sensor":[63],"position,":[64,159],"bed":[65,169],"angle,":[66],"mattress":[68,176],"thickness,":[69],"on":[70,84],"BCG":[72,86,96,192],"signals":[73,87,193],"remains":[74],"be":[76],"analyzed":[77],"detail.":[79],"Hence,":[80],"this":[81],"research":[82],"focuses":[83],"characterizing":[85],"concerning":[88],"aforementioned":[90],"factors":[91,199],"employing":[93],"Dozee,":[94],"-based":[97],"system,":[103],"simulated":[106],"use":[107],"environment.":[108],"Data":[109],"was":[110,152],"gathered":[111],"from":[112],"10":[113],"volunteers,":[114],"waveforms":[117],"HR":[119],"RR":[121],"were":[122,127],"extracted.":[123],"Unsupervised":[124],"learning":[125],"models":[126],"used":[128],"analyze":[130],"signal":[132,151],"quality":[133],"observe":[135],"trends":[137],"among":[138],"volunteers":[140],"gauge":[142],"impact":[144],"studied":[147],"factors.":[148],"The":[149],"optimal":[150],"observed":[153],"across":[154],"individuals":[155],"supine":[158],"with":[160],"sensors":[162],"positioned":[163],"near":[164],"head":[166],"heart;":[168],"angles":[170],"between":[171,178],"30\u00b0":[172],"50\u00b0,":[174],"thicknesses":[177],"5.5-8.5":[179],"cm.":[180],"This":[181],"study":[182],"will":[183],"aid":[184],"improving":[186],"signal-to-noise":[188],"ratio":[189],"perhaps":[195],"identify":[196],"influencing":[200],"it,":[201],"contributing":[202],"improved":[205],"non-intrusive":[206],"patient":[207],"experience.":[209]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}