{"id":"https://openalex.org/W3097738002","doi":"https://doi.org/10.1109/gcwkshps50303.2020.9367413","title":"A Framework for Prediction and Storage of Battery Life in IoT Devices using DNN and Blockchain","display_name":"A Framework for Prediction and Storage of Battery Life in IoT Devices using DNN and Blockchain","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3097738002","doi":"https://doi.org/10.1109/gcwkshps50303.2020.9367413","mag":"3097738002"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps50303.2020.9367413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps50303.2020.9367413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Globecom Workshops (GC Wkshps","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2011.01473","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Siva Rama Krishnan Somayaji","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siva Rama Krishnan Somayaji","raw_affiliation_strings":["School of Information Technology, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mamoun Alazab","orcid":null},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mamoun Alazab","raw_affiliation_strings":["College of Engineering, IT and Environment, Charles Darwin University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, IT and Environment, Charles Darwin University, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Manoj MK","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj MK","raw_affiliation_strings":["School of Information Technology, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Antonio Bucchiarone","orcid":null},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Bucchiarone","raw_affiliation_strings":["Fondazione Bruno Kessler (FBK), Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler (FBK), Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chiranji Lal Chowdhary","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chiranji Lal Chowdhary","raw_affiliation_strings":["School of Information Technology, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":null,"display_name":"Thippa Reddy Gadekallu","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Thippa Reddy Gadekallu","raw_affiliation_strings":["School of Information Technology, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1814,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93193233,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14319","display_name":"Currency Recognition and Detection","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/battery","display_name":"Battery (electricity)","score":0.6057000160217285},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.603600025177002},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.5763999819755554},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.5134999752044678},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5085999965667725},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4846999943256378},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.3986999988555908},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3626999855041504}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6898000240325928},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6057000160217285},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.603600025177002},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.5763999819755554},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.5134999752044678},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5085999965667725},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4846999943256378},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.3986999988555908},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3797999918460846},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3626999855041504},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.34450000524520874},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3319000005722046},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.326200008392334},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.27090001106262207},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.25690001249313354}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/gcwkshps50303.2020.9367413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps50303.2020.9367413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Globecom Workshops (GC Wkshps","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2011.01473","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01473","pdf_url":"https://arxiv.org/pdf/2011.01473","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:iris.unitn.it:11572/343371","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9367413","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2011.01473","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01473","pdf_url":"https://arxiv.org/pdf/2011.01473","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1993132138","https://openalex.org/W2337977175","https://openalex.org/W2591728639","https://openalex.org/W2741507511","https://openalex.org/W2749029156","https://openalex.org/W2768696376","https://openalex.org/W2773228868","https://openalex.org/W2773331170","https://openalex.org/W2810012679","https://openalex.org/W2899800109","https://openalex.org/W2908679159","https://openalex.org/W2914347267","https://openalex.org/W2937471939","https://openalex.org/W2948948190","https://openalex.org/W2968976338","https://openalex.org/W3001364574","https://openalex.org/W3003524345","https://openalex.org/W3005147719","https://openalex.org/W3005560537","https://openalex.org/W3005965793","https://openalex.org/W3016025798","https://openalex.org/W6748887419","https://openalex.org/W6758442037","https://openalex.org/W6771565871","https://openalex.org/W6772956334"],"related_works":[],"abstract_inverted_index":{"As":[0],"digitization":[1],"increases,":[2],"the":[3,17,33,50,56,78,84,102,114,144,154,161,191,207],"need":[4,20],"to":[5,21,48,69,88,101,133,163,188],"automate":[6],"various":[7,128],"entities":[8],"becomes":[9],"crucial":[10],"for":[11,32,142,165],"development.":[12],"The":[13,30],"data":[14,46,67,123,183],"generated":[15],"by":[16],"IoT":[18,148],"devices":[19],"be":[22,177,189,202],"processed":[23],"accurately":[24],"and":[25,53,80,186],"in":[26,55,61,198],"a":[27,37,42,96,135,203],"secure":[28],"manner.":[29],"basis":[31],"success":[34],"of":[35,44,75,86,106,116,147,168,206],"such":[36],"scenario":[38],"requires":[39,187],"blockchain":[40,199],"as":[41],"means":[43],"unalterable":[45],"storage":[47],"improve":[49],"overall":[51],"security":[52],"trust":[54,60],"system.":[57],"By":[58],"providing":[59],"an":[62,72,178],"automated":[63,90],"system,":[64],"with":[65,99],"real-time":[66],"updates":[68],"all":[70],"stakeholders,":[71],"improved":[73],"form":[74],"implementation":[76],"takes":[77],"stage":[79],"can":[81,176],"help":[82,160],"reduce":[83],"stress":[85],"adaptability":[87],"complete":[89],"systems.":[91],"This":[92,120,156],"research":[93],"focuses":[94],"on":[95],"use":[97],"case":[98],"respect":[100],"real":[103,121],"time":[104,122,172],"Internet":[105],"Things":[107],"(IoT)":[108],"network":[109],"which":[110,124,200],"is":[111,125,130,151,184,196],"deployed":[112,152],"at":[113,153],"beach":[115],"Chicago":[117],"Park":[118],"District.":[119],"collected":[126],"from":[127],"sensors":[129,149],"then":[131],"used":[132],"design":[134],"predictive":[136],"model":[137,158],"using":[138],"Deep":[139],"Neural":[140],"Networks":[141],"estimating":[143],"battery":[145,193],"life":[146,194],"that":[150,174],"beach.":[155],"proposed":[157],"could":[159],"government":[162],"plan":[164],"placing":[166],"orders":[167],"replaceable":[169],"batteries":[170],"before":[171],"so":[173],"there":[175],"uninterrupted":[179],"service.":[180],"Since":[181],"this":[182],"sensitive":[185],"secured,":[190],"predicted":[192],"value":[195],"stored":[197],"would":[201],"tamper-proof":[204],"record":[205],"data.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2020-11-09T00:00:00"}