{"id":"https://openalex.org/W4385482315","doi":"https://doi.org/10.1109/ecai58194.2023.10193903","title":"Compressed ECG Sensing Based Fast/Slow HR and Regular/Irregular Rhythm Recognition for Resource-Constrained Health Monitoring Devices","display_name":"Compressed ECG Sensing Based Fast/Slow HR and Regular/Irregular Rhythm Recognition for Resource-Constrained Health Monitoring Devices","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4385482315","doi":"https://doi.org/10.1109/ecai58194.2023.10193903"},"language":"en","primary_location":{"id":"doi:10.1109/ecai58194.2023.10193903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai58194.2023.10193903","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 Electronics, Computers and Artificial Intelligence (ECAI)","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/A5075035153","display_name":"Jomole Varghese","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113248","display_name":"Indian Institute of Technology Palakkad","ror":"https://ror.org/0264cg909","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210113248"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jomole Varghese V","raw_affiliation_strings":["Indian Institute of Technology,Department of Electrical Engineering,Palakkad,Kerala,INDIA","Department of Electrical Engineering, Indian Institute of Technology, Palakkad, Kerala, INDIA"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Electrical Engineering,Palakkad,Kerala,INDIA","institution_ids":["https://openalex.org/I4210113248"]},{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Palakkad, Kerala, INDIA","institution_ids":["https://openalex.org/I4210113248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062664549","display_name":"M. Sabarimalai Manikandan","orcid":"https://orcid.org/0000-0001-6878-4911"},"institutions":[{"id":"https://openalex.org/I4210113248","display_name":"Indian Institute of Technology Palakkad","ror":"https://ror.org/0264cg909","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210113248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Sabarimalai Manikandan","raw_affiliation_strings":["Indian Institute of Technology,Department of Electrical Engineering,Palakkad,Kerala,INDIA","Department of Electrical Engineering, Indian Institute of Technology, Palakkad, Kerala, INDIA"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Electrical Engineering,Palakkad,Kerala,INDIA","institution_ids":["https://openalex.org/I4210113248"]},{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Palakkad, Kerala, INDIA","institution_ids":["https://openalex.org/I4210113248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014288820","display_name":"Linga Reddy Cenkeramaddi","orcid":"https://orcid.org/0000-0002-1023-2118"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Linga Reddy Cenkeramaddi","raw_affiliation_strings":["University of Agder,Information and Communication Technology,Grimstad,NORWAY","Information and Communication Technology, University of Agder, Grimstad, NORWAY"],"affiliations":[{"raw_affiliation_string":"University of Agder,Information and Communication Technology,Grimstad,NORWAY","institution_ids":["https://openalex.org/I200650556"]},{"raw_affiliation_string":"Information and Communication Technology, University of Agder, Grimstad, NORWAY","institution_ids":["https://openalex.org/I200650556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075035153"],"corresponding_institution_ids":["https://openalex.org/I4210113248"],"apc_list":null,"apc_paid":null,"fwci":1.134,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80221633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998999834060669,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998999834060669,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.7011426687240601},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6611575484275818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6535364389419556},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4937988221645355},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4245515465736389},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3810492753982544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37681591510772705},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3409586250782013},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15583810210227966},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12953072786331177},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07628834247589111}],"concepts":[{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.7011426687240601},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6611575484275818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535364389419556},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4937988221645355},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4245515465736389},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3810492753982544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37681591510772705},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3409586250782013},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15583810210227966},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12953072786331177},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07628834247589111}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai58194.2023.10193903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai58194.2023.10193903","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 Electronics, Computers and Artificial Intelligence (ECAI)","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":28,"referenced_works":["https://openalex.org/W1980468115","https://openalex.org/W1982692087","https://openalex.org/W2006198264","https://openalex.org/W2027381571","https://openalex.org/W2050318286","https://openalex.org/W2055335311","https://openalex.org/W2074820813","https://openalex.org/W2095409369","https://openalex.org/W2100305968","https://openalex.org/W2119667497","https://openalex.org/W2155103273","https://openalex.org/W2515241735","https://openalex.org/W2520687048","https://openalex.org/W2766079852","https://openalex.org/W2791912765","https://openalex.org/W2827978565","https://openalex.org/W2897574883","https://openalex.org/W2945161745","https://openalex.org/W2974952570","https://openalex.org/W2998261693","https://openalex.org/W3037422146","https://openalex.org/W3200563838","https://openalex.org/W4250595790","https://openalex.org/W4285296226","https://openalex.org/W4289834003","https://openalex.org/W4361829598","https://openalex.org/W4361829650","https://openalex.org/W6851755883"],"related_works":["https://openalex.org/W2033914206","https://openalex.org/W2146076056","https://openalex.org/W2163831990","https://openalex.org/W2368779261","https://openalex.org/W3003836766","https://openalex.org/W2046077695","https://openalex.org/W2378160586","https://openalex.org/W2042327336","https://openalex.org/W2996038082","https://openalex.org/W3047965787"],"abstract_inverted_index":{"By":[0],"considering":[1],"the":[2,58,72,77,131,147,177,180,187,190,211],"resource-constrained":[3],"affordable":[4],"wearable":[5,228],"or":[6],"portable":[7],"health":[8,233],"monitoring":[9,234],"devices,":[10],"in":[11,57,223,230],"this":[12],"paper,":[13],"we":[14,49],"present":[15],"a":[16,51,102,161,194,220],"lightweight":[17],"digital":[18],"compressed":[19,38],"ECG":[20,43],"sensing":[21,39],"with":[22,89,113,193,210],"recognition":[23,158],"of":[24,64,87,92,98,104,116,124,133,135,140,149,164,168,173,208,216,225],"fast/slow":[25],"and":[26,95,119,127,137,143,170,205],"regular/irregular":[27,155],"heartbeat":[28],"patterns":[29],"by":[30,185],"using":[31,62],"beat-to-beat":[32],"intervals":[33],"(BBIs)":[34],"directly":[35],"computed":[36],"from":[37],"(CS)":[40],"measurements":[41],"without":[42,61],"reconstruction":[44],"process.":[45],"For":[46],"extracting":[47],"BBIs,":[48],"presented":[50],"fast":[52],"straightforward":[53],"R-peak":[54,80],"detection":[55,66,81],"method":[56,82,159,200],"CS":[59],"domain":[60],"sets":[63],"search-back":[65],"rules":[67],"unlike":[68],"other":[69],"methods.":[70],"On":[71],"standard":[73],"MIT-BIH":[74],"arrhythmia":[75],"database,":[76],"CS-ECG":[78,108,153],"based":[79,109,129,145,154,175],"had":[83,121,160],"an":[84,122,138],"average":[85,150],"accuracy":[86,123,139,171],"99.47%":[88],"false":[90,96],"positives":[91],"381":[93],"beats":[94,100],"negatives":[97],"195":[99],"for":[101],"total":[103],"109021":[105],"beats.":[106],"The":[107,152,198],"HR":[110],"classification":[111],"method,":[112],"three":[114],"classes":[115],"bradycardia,":[117],"tachycardia":[118],"normal,":[120],"96.75%,":[125],"91.18%":[126],"99.02%":[128],"on":[130,146,176],"feature":[132,148],"number":[134],"BBIs":[136,181,192],"95.64%,":[141],"82.35%":[142],"98.81%":[144],"BBIs.":[151],"rhythm":[156],"(RIR)":[157],"sensitivity":[162],"(SE)":[163],"93.17%,":[165],"specificity":[166],"(SP)":[167],"96.87%":[169],"(ACC)":[172],"94.83%":[174],"variation":[178],"between":[179,189],"that":[182,218],"are":[183],"determined":[184],"comparing":[186],"difference":[188],"successive":[191],"predefined":[195],"BBI":[196],"threshold.":[197],"proposed":[199],"can":[201],"reduce":[202],"computational":[203],"resources":[204],"energy":[206],"reduction":[207,214],"75%":[209],"CS-based":[212],"data":[213],"factor":[215],"4":[217],"has":[219],"great":[221],"potential":[222],"energy-efficiency":[224],"battery":[226],"operated":[227],"devices":[229],"long-term":[231],"continuous":[232],"environments.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}