{"id":"https://openalex.org/W4385269623","doi":"https://doi.org/10.1109/wimob58348.2023.10187811","title":"Whose Data are Reliable: Sensor Declared Data Reliability","display_name":"Whose Data are Reliable: Sensor Declared Data Reliability","publication_year":2023,"publication_date":"2023-06-21","ids":{"openalex":"https://openalex.org/W4385269623","doi":"https://doi.org/10.1109/wimob58348.2023.10187811"},"language":"en","primary_location":{"id":"doi:10.1109/wimob58348.2023.10187811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob58348.2023.10187811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","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/A5007843009","display_name":"Sakib Shahriar Shafin","orcid":"https://orcid.org/0000-0001-9534-5017"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sakib Shahriar Shafin","raw_affiliation_strings":["Centre for Smart Analytics (CSA)","Institute of Innovation, Science and Sustainability Federation University Australia, Ballarat, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Smart Analytics (CSA)","institution_ids":[]},{"raw_affiliation_string":"Institute of Innovation, Science and Sustainability Federation University Australia, Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030839425","display_name":"Gour Karmakar","orcid":"https://orcid.org/0000-0002-1308-7315"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gour Karmakar","raw_affiliation_strings":["Centre for Smart Analytics (CSA)","Institute of Innovation, Science and Sustainability Federation University Australia, Ballarat, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Smart Analytics (CSA)","institution_ids":[]},{"raw_affiliation_string":"Institute of Innovation, Science and Sustainability Federation University Australia, Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017329457","display_name":"Iven Mareels","orcid":"https://orcid.org/0000-0002-9832-5959"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Iven Mareels","raw_affiliation_strings":["Science and Sustainability Federation University Australia,Institute of Innovation,Ballarat,VIC,Australia,3350"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Sustainability Federation University Australia,Institute of Innovation,Ballarat,VIC,Australia,3350","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082796924","display_name":"Venki Balasubramanian","orcid":"https://orcid.org/0000-0001-6686-4424"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Venki Balasubramanian","raw_affiliation_strings":["Centre for Smart Analytics (CSA)","Institute of Innovation, Science and Sustainability Federation University Australia, Ballarat, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Smart Analytics (CSA)","institution_ids":[]},{"raw_affiliation_string":"Institute of Innovation, Science and Sustainability Federation University Australia, Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076600793","display_name":"Ramachandra Rao Kolluri","orcid":"https://orcid.org/0000-0003-3271-4430"},"institutions":[{"id":"https://openalex.org/I4210120068","display_name":"IBM Research - Australia","ror":"https://ror.org/027r3nx49","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210120068"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ramachandra Rao Kolluri","raw_affiliation_strings":["IBM Australia Pty Ltd,IBM Consulting","IBM Consulting, IBM Australia Pty Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Australia Pty Ltd,IBM Consulting","institution_ids":["https://openalex.org/I4210120068"]},{"raw_affiliation_string":"IBM Consulting, IBM Australia Pty Ltd","institution_ids":["https://openalex.org/I4210120068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"249","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9589999914169312,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9577000141143799,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.648406982421875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6294176578521729},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5496670603752136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13946741819381714}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.648406982421875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6294176578521729},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5496670603752136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13946741819381714},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wimob58348.2023.10187811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob58348.2023.10187811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","raw_type":"proceedings-article"},{"id":"pmh:vital:18576","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/195684","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.699999988079071,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W15277881","https://openalex.org/W1657225926","https://openalex.org/W2101641738","https://openalex.org/W2131915193","https://openalex.org/W2810947672","https://openalex.org/W2903821109","https://openalex.org/W2996385232","https://openalex.org/W3043187969","https://openalex.org/W3045914554","https://openalex.org/W3173932646","https://openalex.org/W3184484502","https://openalex.org/W6630575012","https://openalex.org/W6637040723","https://openalex.org/W6814963641"],"related_works":["https://openalex.org/W2033512842","https://openalex.org/W4322734194","https://openalex.org/W3116237489","https://openalex.org/W4233600955","https://openalex.org/W2913665393","https://openalex.org/W2369695847","https://openalex.org/W3005535424","https://openalex.org/W2994319598","https://openalex.org/W2047067935","https://openalex.org/W1607054433"],"abstract_inverted_index":{"Sensor":[0],"data":[1,22,33,42,80,117,172],"is":[2,23,63,126,148],"susceptible":[3],"to":[4,55,64,111,151],"faults,":[5],"noise,":[6],"and":[7,14,52,57,69,82,96,138,189],"malicious":[8],"attacks,":[9],"posing":[10],"a":[11,157],"significant":[12],"operational":[13],"security":[15],"threat.":[16],"Therefore,":[17],"ensuring":[18],"reliability":[19,34,114,124,146],"of":[20,92,115,156,186],"sensor":[21,32,67,94,116,171],"critical":[24],"for":[25,41,192],"real-time":[26],"monitoring":[27,176],"systems.":[28],"Prior":[29],"research":[30],"on":[31,36],"relies":[35],"edge":[37],"or":[38],"upper-layer":[39],"devices":[40],"fusion":[43],"from":[44,179],"multiple":[45],"sensors,":[46],"employing":[47],"architectures":[48],"with":[49,128],"major":[50],"overheads":[51,98],"latency":[53],"due":[54],"transmission":[56],"storage":[58],"demands.":[59],"An":[60],"alternative":[61],"approach":[62,110],"have":[65],"the":[66,90,113,152,184,190],"estimate":[68],"declare":[70],"its":[71],"own":[72],"reliability.":[73],"While":[74],"some":[75],"methods":[76],"involve":[77],"sensors":[78],"computing":[79],"confidence":[81],"including":[83],"it":[84],"in":[85,89,163,194],"payloads,":[86],"limitations":[87],"arise":[88],"absence":[91],"neighboring":[93],"data,":[95],"communication":[97],"are":[99],"incurred.":[100],"To":[101],"address":[102],"this":[103,105],"problem,":[104],"paper":[106],"proposes":[107],"an":[108,119],"innovative":[109],"enhance":[112],"using":[118,141,169],"intelligent":[120],"self-declaration":[121],"process.":[122],"Proposed":[123],"estimation":[125,131],"evaluate":[127],"three":[129,153],"lightweight":[130],"algorithms,":[132],"namely,":[133],"Kalman":[134],"Filter,":[135],"Holt-Winters":[136],"Method,":[137],"Mahalanobis":[139],"Distance":[140],"sensor\u2019s":[142],"historical":[143],"data.":[144],"The":[145],"level":[147],"then":[149],"added":[150],"reserved":[154],"bits":[155],"TCP":[158],"packet":[159],"header":[160],"which":[161],"results":[162],"zero":[164],"additional":[165],"overhead.":[166],"Experiments":[167],"conducted":[168],"real-world":[170,195],"(from":[173],"water":[174],"quality":[175],"systems)":[177],"obtained":[178],"our":[180,187],"IoT":[181],"lab":[182],"demonstrate":[183],"effectiveness":[185],"proposal":[188],"potential":[191],"application":[193],"sensor-based":[196],"applications.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}