{"id":"https://openalex.org/W4392172693","doi":"https://doi.org/10.1109/tce.2024.3370373","title":"FLAG: Federated Learning for Sustainable Irrigation in Agriculture 5.0","display_name":"FLAG: Federated Learning for Sustainable Irrigation in Agriculture 5.0","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4392172693","doi":"https://doi.org/10.1109/tce.2024.3370373"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3370373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3370373","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":"https://openalex.org/A5051862218","display_name":"Somnath Bera","orcid":"https://orcid.org/0000-0002-1886-5681"},"institutions":[{"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":["CSE Department, Maulana Abul Kalam Azad University of Technology, West Bengal, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE Department, Maulana Abul Kalam Azad University of Technology, West Bengal, Kolkata, 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/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":["CSE Department, Maulana Abul Kalam Azad University of Technology, West Bengal, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE Department, Maulana Abul Kalam Azad University of Technology, West Bengal, Kolkata, 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":["Computer Science Department, Mahishadal Raj College, Mahishadal, India"],"raw_orcid":"https://orcid.org/0000-0001-9110-8591","affiliations":[{"raw_affiliation_string":"Computer Science Department, Mahishadal Raj College, Mahishadal, 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/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":["CSE Department, Maulana Abul Kalam Azad University of Technology, West Bengal, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0002-9688-9806","affiliations":[{"raw_affiliation_string":"CSE Department, Maulana Abul Kalam Azad University of Technology, West Bengal, Kolkata, India","institution_ids":["https://openalex.org/I99601430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":14.4995,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.98982805,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"70","issue":"1","first_page":"2303","last_page":"2310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9573000073432922,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.909500002861023,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.5680065751075745},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.550321102142334},{"id":"https://openalex.org/keywords/flag","display_name":"Flag (linear algebra)","score":0.5086811184883118},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45048782229423523},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32305800914764404},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18292388319969177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11614072322845459},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.10952824354171753}],"concepts":[{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.5680065751075745},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.550321102142334},{"id":"https://openalex.org/C2776730729","wikidata":"https://www.wikidata.org/wiki/Q1392130","display_name":"Flag (linear algebra)","level":3,"score":0.5086811184883118},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45048782229423523},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32305800914764404},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18292388319969177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11614072322845459},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.10952824354171753},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3370373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3370373","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":[{"display_name":"Zero hunger","score":0.8700000047683716,"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/W3004337988","https://openalex.org/W3081119693","https://openalex.org/W3093436911","https://openalex.org/W3106533303","https://openalex.org/W3129434521","https://openalex.org/W3167460808","https://openalex.org/W3215107048","https://openalex.org/W4210820951","https://openalex.org/W4220886040","https://openalex.org/W4223559467","https://openalex.org/W4230580200","https://openalex.org/W4281738535","https://openalex.org/W4312615979","https://openalex.org/W4318978799","https://openalex.org/W4323033046","https://openalex.org/W4365518046","https://openalex.org/W4377097729","https://openalex.org/W4378174420","https://openalex.org/W4383677259","https://openalex.org/W4384835077","https://openalex.org/W4385194702","https://openalex.org/W4385834063","https://openalex.org/W4389352474","https://openalex.org/W6784215088"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2324035390","https://openalex.org/W2963151310","https://openalex.org/W3175137310","https://openalex.org/W2583526987","https://openalex.org/W3034984450","https://openalex.org/W2695311495","https://openalex.org/W3139271019"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"federated":[4,18],"learning-based":[5],"decision":[6],"making":[7],"framework":[8,103],"for":[9,32,60],"sustainable":[10],"irrigation":[11],"using":[12],"IoT":[13],"and":[14,29,53,65,76,112],"dew-edge-cloud":[15],"paradigm.":[16],"The":[17,78,97],"learning":[19],"is":[20,39,70,82,94],"used":[21,40,59,71,83],"to":[22,41,72,84],"prevent":[23,42],"the":[24,43,89,101,116],"sharing":[25],"of":[26,45,88],"user":[27],"identities":[28],"raw":[30],"data":[31,33,61,90],"privacy":[34],"protection.":[35],"Further,":[36],"gradient":[37,46],"encryption":[38],"leakage":[44],"information.":[47],"Long":[48],"short-term":[49],"memory":[50],"(LSTM)":[51],"network":[52,56,92],"deep":[54],"neural":[55],"(DNN)":[57],"are":[58],"analysis":[62],"in":[63],"local":[64],"global":[66],"models.":[67],"Edge":[68],"computing":[69,81],"reduce":[73],"energy":[74,113],"consumption":[75,114],"latency.":[77],"cache-based":[79],"dew":[80],"provide":[85],"temporary":[86],"holding":[87],"when":[91],"connectivity":[93],"not":[95],"available.":[96],"results":[98],"present":[99],"that":[100],"proposed":[102],"achieves":[104],"~99%":[105],"prediction":[106],"accuracy":[107],"at":[108],"~50%":[109],"lower":[110],"latency":[111],"than":[115],"conventional":[117],"edge-cloud":[118],"framework.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":7}],"updated_date":"2026-09-01T08:31:24.195828","created_date":"2025-10-10T00:00:00"}
