{"id":"https://openalex.org/W4401387485","doi":"https://doi.org/10.1109/tce.2024.3440931","title":"Fedchain: Decentralized Federated Learning and Blockchain-Assisted System for Sustainable Irrigation","display_name":"Fedchain: Decentralized Federated Learning and Blockchain-Assisted System for Sustainable Irrigation","publication_year":2024,"publication_date":"2024-08-07","ids":{"openalex":"https://openalex.org/W4401387485","doi":"https://doi.org/10.1109/tce.2024.3440931"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3440931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3440931","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-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":null,"display_name":"Somnath Bera","orcid":"https://orcid.org/0000-0002-7865-8238"},"institutions":[{"id":"https://openalex.org/I63346067","display_name":"Maulana Abul Kalam Azad Institute of Asian Studies","ror":"https://ror.org/007j02p07","country_code":"IN","type":"facility","lineage":["https://openalex.org/I63346067"]},{"id":"https://openalex.org/I99601430","display_name":"Maulana Abul Kalam Azad University of Technology, West Bengal","ror":"https://ror.org/030tcae29","country_code":"IN","type":"education","lineage":["https://openalex.org/I99601430"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Somnath Bera","raw_affiliation_strings":["Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India","Maulana Abul Kalam Azad University of Technology, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0002-7865-8238","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India","institution_ids":["https://openalex.org/I63346067"]},{"raw_affiliation_string":"Maulana Abul Kalam Azad University of Technology, West Bengal, India","institution_ids":["https://openalex.org/I99601430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107976316","display_name":"Tanushree Dey","orcid":"https://orcid.org/0000-0002-7582-3672"},"institutions":[{"id":"https://openalex.org/I63346067","display_name":"Maulana Abul Kalam Azad Institute of Asian Studies","ror":"https://ror.org/007j02p07","country_code":"IN","type":"facility","lineage":["https://openalex.org/I63346067"]},{"id":"https://openalex.org/I99601430","display_name":"Maulana Abul Kalam Azad University of Technology, West Bengal","ror":"https://ror.org/030tcae29","country_code":"IN","type":"education","lineage":["https://openalex.org/I99601430"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanushree Dey","raw_affiliation_strings":["Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India","Maulana Abul Kalam Azad University of Technology, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0002-7582-3672","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India","institution_ids":["https://openalex.org/I63346067"]},{"raw_affiliation_string":"Maulana Abul Kalam Azad University of Technology, West Bengal, India","institution_ids":["https://openalex.org/I99601430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023553176","display_name":"Anwesha Mukherjee","orcid":"https://orcid.org/0000-0001-9110-8591"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anwesha Mukherjee","raw_affiliation_strings":["Department of Computer Science, Mahishadal Raj College, Mahishadal, India","Mahishadal Raj College, Mahishadal, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0001-9110-8591","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Mahishadal Raj College, Mahishadal, India","institution_ids":[]},{"raw_affiliation_string":"Mahishadal Raj College, Mahishadal, West Bengal, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053527968","display_name":"Pronaya Bhattacharya","orcid":"https://orcid.org/0000-0002-1206-2298"},"institutions":[{"id":"https://openalex.org/I4210126505","display_name":"Amity University","ror":"https://ror.org/02exxtn84","country_code":"AE","type":"education","lineage":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Pronaya Bhattacharya","raw_affiliation_strings":["Department of Computer Science and Engineering, Amity School of Engineering and Technology, and Research and Innovation Cell, Amity University Kolkata, Kolkata, India","Department of Computer Science and Engineering, Amity School of Engineering and Technology, and Research and Innovation Cell, Amity University, Kolkata, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0002-1206-2298","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amity School of Engineering and Technology, and Research and Innovation Cell, Amity University Kolkata, Kolkata, India","institution_ids":["https://openalex.org/I4210126505"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amity School of Engineering and Technology, and Research and Innovation Cell, Amity University, Kolkata, West Bengal, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013897423","display_name":"Debashis De","orcid":"https://orcid.org/0000-0002-9688-9806"},"institutions":[{"id":"https://openalex.org/I63346067","display_name":"Maulana Abul Kalam Azad Institute of Asian Studies","ror":"https://ror.org/007j02p07","country_code":"IN","type":"facility","lineage":["https://openalex.org/I63346067"]},{"id":"https://openalex.org/I99601430","display_name":"Maulana Abul Kalam Azad University of Technology, West Bengal","ror":"https://ror.org/030tcae29","country_code":"IN","type":"education","lineage":["https://openalex.org/I99601430"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debashis De","raw_affiliation_strings":["Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India","Maulana Abul Kalam Azad University of Technology, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0002-9688-9806","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India","institution_ids":["https://openalex.org/I63346067"]},{"raw_affiliation_string":"Maulana Abul Kalam Azad University of Technology, West Bengal, India","institution_ids":["https://openalex.org/I99601430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":3.8231,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93890497,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"71","issue":"1","first_page":"2243","last_page":"2251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.8629844784736633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5699038505554199},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.4295828938484192},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18866252899169922}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8629844784736633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5699038505554199},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.4295828938484192},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18866252899169922},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3440931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3440931","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2994802934","https://openalex.org/W3008135503","https://openalex.org/W3011153801","https://openalex.org/W3014538993","https://openalex.org/W3017174021","https://openalex.org/W3027480547","https://openalex.org/W3111419317","https://openalex.org/W3156173029","https://openalex.org/W3217171300","https://openalex.org/W4210820951","https://openalex.org/W4223559467","https://openalex.org/W4281738535","https://openalex.org/W4289636001","https://openalex.org/W4319990487","https://openalex.org/W4362603051","https://openalex.org/W4375928818","https://openalex.org/W4376608686","https://openalex.org/W4377097729","https://openalex.org/W4377293783","https://openalex.org/W4392172693","https://openalex.org/W4401568598","https://openalex.org/W4405489346","https://openalex.org/W6779339018","https://openalex.org/W6846477849"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894"],"abstract_inverted_index":{"The":[0,59,86,98,159,184],"conventional":[1],"Internet":[2],"of":[3,186],"Things-based":[4],"soil":[5],"moisture":[6],"monitoring":[7],"system":[8,140],"for":[9,42,120],"irrigation":[10,43],"decision":[11,44],"making":[12,45],"suffers":[13],"from":[14],"huge":[15],"network":[16,52],"traffic,":[17],"high":[18],"latency":[19,171],"and":[20,23,76,113,123,169,172],"energy":[21,173],"consumption,":[22],"compromise":[24],"in":[25,104,127,137,145,152],"data":[26,92,121,151],"security.":[27],"To":[28],"overcome":[29],"these":[30],"challenges,":[31],"this":[32],"paper":[33],"proposes":[34],"a":[35,114,131],"blockchain-assisted":[36],"decentralized":[37],"federated":[38,182],"learning":[39],"strategy,":[40],"Fedchain":[41,163],"based":[46],"on":[47],"edge-cloud":[48,179],"computing.":[49],"A":[50,133],"peer-to-peer":[51],"is":[53,88,96,118,125],"formed":[54],"among":[55],"the":[56,77,83,105,110,128,138,142,146,149,153,178,189,195],"edge":[57,60],"servers.":[58],"servers":[61],"have":[62],"their":[63],"local":[64,111],"datasets,":[65],"which":[66],"are":[67,80,102],"analyzed":[68],"locally":[69],"using":[70],"Long":[71],"Short-Term":[72],"Memory":[73],"(LSTM)":[74],"network,":[75],"model":[78,87,100],"parameters":[79],"exchanged":[81],"between":[82],"peer":[84],"nodes.":[85],"updated":[89],"accordingly.":[90],"For":[91],"security":[93],"purposes,":[94],"blockchain":[95,129,147,187],"used.":[97],"LSTM":[99],"updates":[101],"recorded":[103],"InterPlanetary":[106],"File":[107],"System":[108],"by":[109,175,192],"user,":[112],"unique":[115],"Content":[116,143],"Identifier":[117,144],"generated":[119],"retrieval,":[122],"it":[124],"stored":[126,150],"as":[130],"transaction.":[132],"Distributed":[134],"Hash":[135],"Table":[136],"file":[139,154],"maps":[141],"to":[148],"system,":[155],"ensuring":[156],"effective":[157],"retrieval.":[158],"results":[160],"show":[161],"that":[162],"achieves":[164],"above":[165],"99%":[166],"prediction":[167],"accuracy,":[168],"reduces":[170,188],"consumption":[174],"~78%":[176,193],"than":[177,194],"framework":[180],"without":[181],"learning.":[183],"use":[185],"mining":[190],"cost":[191],"competing":[196],"methods.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2024-08-08T00:00:00"}