{"id":"https://openalex.org/W3160131050","doi":"https://doi.org/10.1145/3450268.3453535","title":"CurrentSense","display_name":"CurrentSense","publication_year":2021,"publication_date":"2021-05-18","ids":{"openalex":"https://openalex.org/W3160131050","doi":"https://doi.org/10.1145/3450268.3453535","mag":"3160131050"},"language":"en","primary_location":{"id":"doi:10.1145/3450268.3453535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3450268.3453535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet-of-Things Design and Implementation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075881101","display_name":"Sumukh Marathe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumukh Marathe","raw_affiliation_strings":["Microsoft Research India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089950211","display_name":"Akshay Nambi","orcid":"https://orcid.org/0000-0002-0921-4828"},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akshay Nambi","raw_affiliation_strings":["Microsoft Research India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107913584","display_name":"Manohar Swaminathan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manohar Swaminathan","raw_affiliation_strings":["Microsoft Research India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065671485","display_name":"Ronak Sutaria","orcid":"https://orcid.org/0000-0002-3412-9991"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ronak Sutaria","raw_affiliation_strings":["Respirer Living Sciences Pvt. Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Respirer Living Sciences Pvt. Ltd","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.4016,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.99289891,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9850000143051147,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6731213331222534},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6708768010139465},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5283145308494568},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.526954710483551},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5142318606376648},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.46004441380500793},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4510757327079773},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36971479654312134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21174201369285583},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09743231534957886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6731213331222534},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6708768010139465},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5283145308494568},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.526954710483551},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5142318606376648},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.46004441380500793},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4510757327079773},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36971479654312134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21174201369285583},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09743231534957886},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3450268.3453535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3450268.3453535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet-of-Things Design and Implementation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6100000143051147,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1554652279","https://openalex.org/W1970131959","https://openalex.org/W2072268921","https://openalex.org/W2079204536","https://openalex.org/W2095495914","https://openalex.org/W2132265582","https://openalex.org/W2150015649","https://openalex.org/W2289128632","https://openalex.org/W2528081911","https://openalex.org/W2599180991","https://openalex.org/W2732951378","https://openalex.org/W2741056528","https://openalex.org/W2761781079","https://openalex.org/W2766807000","https://openalex.org/W2778349238","https://openalex.org/W2898352493","https://openalex.org/W2903256642","https://openalex.org/W2935636814","https://openalex.org/W2946042712","https://openalex.org/W2982693506","https://openalex.org/W6610749957","https://openalex.org/W6696332616"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2566006169","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061","https://openalex.org/W2057601146"],"abstract_inverted_index":{"Sensor":[0],"data":[1,16,60,74,79,83],"quality":[2],"plays":[3],"a":[4,76,92,113,123,139,181],"fundamental":[5],"role":[6],"in":[7,28,53,138,207],"increasing":[8],"the":[9,20,23,72,131,135,156,189,192,196],"adoption":[10],"of":[11,22,34,45,134,184,191,198,240],"IoT":[12],"devices":[13],"for":[14,161,220,244],"environmental":[15,185],"collection.":[17],"Due":[18],"to":[19,40,58,66,106,116,154,180],"nature":[21],"deployment,":[24],"i.e.,":[25],"in-the-wild":[26],"and":[27,50,84,119,144,159,176,211,230,233,242],"harsh":[29],"environments,":[30],"coupled":[31],"with":[32,141,195,214,236],"limitations":[33],"low-cost":[35],"components,":[36],"sensors":[37,146,216],"are":[38],"prone":[39],"failures.":[41],"A":[42],"significant":[43],"fraction":[44],"faults":[46,52,68,118,166,235],"result":[47],"from":[48],"drift":[49,162,246],"catastrophic":[51,165],"sensors'":[54,157],"sensing":[55],"components":[56,137],"leading":[57],"serious":[59],"inaccuracies.":[61],"However,":[62],"it":[63],"is":[64,152,174],"challenging":[65],"detect":[67,107,117,232],"by":[69,121,248],"analyzing":[70],"just":[71],"sensor":[73,78,87,104,125,245],"as":[75],"faulty":[77,93,145],"can":[80,177,231],"mimic":[81],"non-faulty":[82],"an":[85,204,237],"anomalous":[86],"reading":[88],"need":[89],"not":[90],"represent":[91],"data.":[94],"Existing":[95],"data-centric":[96],"approaches":[97],"rely":[98],"on":[99],"additional":[100],"contextual":[101,169],"information":[102],"or":[103,163],"redundancy":[105],"such":[108],"faults.":[109],"This":[110,150],"paper":[111],"presents":[112],"systematic":[114],"approach":[115,173,194,225],"drifts,":[120],"devising":[122],"novel":[124],"fingerprint":[126,151],"called":[127],"CurrentSense.":[128],"CurrentSense":[129,172],"captures":[130],"electrical":[132],"characteristics":[133],"hardware":[136],"sensor,":[140],"working,":[142],"drifted,":[143],"having":[147],"distinct":[148],"fingerprints.":[149],"used":[153],"determine":[155],"health,":[158],"compensate":[160,243],"diagnose":[164],"without":[167],"any":[168],"information.":[170],"The":[171],"non-intrusive,":[175],"be":[178],"applied":[179],"wide":[182],"variety":[183],"sensors.":[186,201],"We":[187,202],"show":[188],"working":[190],"proposed":[193],"help":[197],"air":[199],"pollution":[200],"perform":[203],"extensive":[205],"evaluation":[206],"both":[208],"controlled":[209],"setup":[210],"real-world":[212],"deployments":[213],"51":[215],"across":[217],"multiple":[218],"cities":[219],"8":[221],"months":[222],"period.":[223],"Our":[224],"outperforms":[226],"existing":[227],"anomaly":[228],"detectors":[229],"isolate":[234],"F1":[238],"score":[239],"98%":[241],"errors":[247],"86%.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2021-05-24T00:00:00"}
