{"id":"https://openalex.org/W1628174894","doi":"https://doi.org/10.1109/icacci.2015.7275673","title":"Microcontroller based RR-Interval measurement using PPG signals for Heart Rate Variability based biometric application","display_name":"Microcontroller based RR-Interval measurement using PPG signals for Heart Rate Variability based biometric application","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1628174894","doi":"https://doi.org/10.1109/icacci.2015.7275673","mag":"1628174894"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2015.7275673","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275673","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5001844506","display_name":"Nazneen Akhter","orcid":"https://orcid.org/0000-0002-9691-4813"},"institutions":[{"id":"https://openalex.org/I165259314","display_name":"Dr. Babasaheb Ambedkar Marathwada University","ror":"https://ror.org/033pfj584","country_code":"IN","type":"education","lineage":["https://openalex.org/I165259314"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nazneen Akhter","raw_affiliation_strings":["Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082569558","display_name":"Sumegh Tharewal","orcid":"https://orcid.org/0000-0002-5130-7358"},"institutions":[{"id":"https://openalex.org/I165259314","display_name":"Dr. Babasaheb Ambedkar Marathwada University","ror":"https://ror.org/033pfj584","country_code":"IN","type":"education","lineage":["https://openalex.org/I165259314"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumegh Tharewal","raw_affiliation_strings":["Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091898784","display_name":"Hanumant Gite","orcid":"https://orcid.org/0000-0003-4501-4601"},"institutions":[{"id":"https://openalex.org/I165259314","display_name":"Dr. Babasaheb Ambedkar Marathwada University","ror":"https://ror.org/033pfj584","country_code":"IN","type":"education","lineage":["https://openalex.org/I165259314"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hanumant Gite","raw_affiliation_strings":["Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077602522","display_name":"K. V. Kale","orcid":"https://orcid.org/0000-0002-2582-3770"},"institutions":[{"id":"https://openalex.org/I165259314","display_name":"Dr. Babasaheb Ambedkar Marathwada University","ror":"https://ror.org/033pfj584","country_code":"IN","type":"education","lineage":["https://openalex.org/I165259314"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. V. Kale","raw_affiliation_strings":["Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University,#R##N#Aurangabad, Maharashtra, India","institution_ids":["https://openalex.org/I165259314"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001844506"],"corresponding_institution_ids":["https://openalex.org/I165259314"],"apc_list":null,"apc_paid":null,"fwci":1.8813,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.86064025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"3","issue":null,"first_page":"588","last_page":"593"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9998000264167786,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9988999962806702,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.9194809794425964},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7510464787483215},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.7360937595367432},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.6694439649581909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6070579886436462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5370546579360962},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.513745903968811},{"id":"https://openalex.org/keywords/heart-rate-monitor","display_name":"Heart rate monitor","score":0.5102434158325195},{"id":"https://openalex.org/keywords/pulse-rate","display_name":"Pulse rate","score":0.47787562012672424},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.47333818674087524},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47297564148902893},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4647737145423889},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.461862176656723},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.44737565517425537},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.41677209734916687},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.34624141454696655},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3461807370185852},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2149946391582489},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17929986119270325},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.13969957828521729},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.10367047786712646},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0855495035648346}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9194809794425964},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7510464787483215},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.7360937595367432},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.6694439649581909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6070579886436462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5370546579360962},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.513745903968811},{"id":"https://openalex.org/C2775893642","wikidata":"https://www.wikidata.org/wiki/Q925303","display_name":"Heart rate monitor","level":4,"score":0.5102434158325195},{"id":"https://openalex.org/C2988351347","wikidata":"https://www.wikidata.org/wiki/Q191733","display_name":"Pulse rate","level":3,"score":0.47787562012672424},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.47333818674087524},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47297564148902893},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4647737145423889},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.461862176656723},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.44737565517425537},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.41677209734916687},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.34624141454696655},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3461807370185852},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2149946391582489},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17929986119270325},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.13969957828521729},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.10367047786712646},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0855495035648346},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2015.7275673","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275673","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W83025588","https://openalex.org/W1525925008","https://openalex.org/W1621257839","https://openalex.org/W1980497570","https://openalex.org/W2010524207","https://openalex.org/W2024305570","https://openalex.org/W2026699230","https://openalex.org/W2037549735","https://openalex.org/W2041040282","https://openalex.org/W2066465268","https://openalex.org/W2068625127","https://openalex.org/W2069114777","https://openalex.org/W2072850120","https://openalex.org/W2218267089","https://openalex.org/W2726701745","https://openalex.org/W6631410404","https://openalex.org/W6739973071"],"related_works":["https://openalex.org/W3196000489","https://openalex.org/W2092419518","https://openalex.org/W1489924780","https://openalex.org/W2135573418","https://openalex.org/W4402917077","https://openalex.org/W3016912561","https://openalex.org/W2621442247","https://openalex.org/W2907335586","https://openalex.org/W2610339238","https://openalex.org/W4280602869"],"abstract_inverted_index":{"Heart":[0],"Rate":[1],"Variability":[2],"(HRV)":[3],"is":[4,30,59,72,86,141,169],"a":[5,23],"natural":[6],"property":[7,36],"of":[8,37,125,148,151,158],"heart":[9,38],"rate.":[10],"Medical":[11],"science":[12],"since":[13],"last":[14],"two":[15,69,113],"decades":[16],"has":[17],"been":[18],"viewing":[19],"at":[20,165],"it":[21,85],"as":[22,49,51,54,61,74],"diagnostic":[24],"and":[25,101,119,135],"prognostic":[26],"tool.":[27],"This":[28,139],"study":[29],"intended":[31,142],"towards":[32],"harnessing":[33],"the":[34,46,62,65,78,120,130,145,166],"HRV":[35,82],"for":[39,81],"person":[40],"identification.":[41],"The":[42],"highest":[43],"peak":[44],"in":[45,56,112],"ECG":[47],"signal":[48,53],"well":[50],"PPG":[52,109,152],"seen":[55],"Figure":[57],"1,":[58],"known":[60,73],"R-peak,":[63],"while":[64],"time":[66],"duration":[67],"between":[68],"adjacent":[70],"R-peak":[71],"RRInterval.":[75],"RR-Intervals":[76,163],"are":[77],"only":[79],"requirement":[80],"analysis.":[83],"Traditionally":[84],"measured":[87],"from":[88],"an":[89],"Electrocardiography":[90],"(ECG)":[91],"signals,":[92],"but":[93],"we":[94],"used":[95],"photoplethysmography":[96],"(PPG)":[97],"based":[98,105,161],"pulse":[99],"sensor":[100],"in-house":[102],"designed":[103],"microcontroller":[104],"RR-Interval":[106],"measurement":[107],"system.":[108],"sensors":[110],"come":[111],"basic":[114],"types,":[115],"one":[116,122],"uses":[117],"transmission":[118,134],"other":[121],"makes":[123],"use":[124],"reflection.":[126],"We":[127],"have":[128],"tested":[129],"hardware":[131],"with":[132],"both":[133,149],"reflection":[136],"type":[137],"sensors.":[138,153],"article":[140],"to":[143],"document":[144],"performance":[146],"analysis":[147],"types":[150],"And":[154],"also":[155],"present":[156],"results":[157],"biometric":[159],"identification":[160],"on":[162],"collected":[164],"fingertips.":[167],"Classification":[168],"done":[170],"using":[171],"KNN":[172],"classifier.":[173]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
