{"id":"https://openalex.org/W4407002649","doi":"https://doi.org/10.3389/frcmn.2025.1529453","title":"UAV-assisted federated learning with hybrid LoRa P2P/LoRaWAN for sustainable biosphere","display_name":"UAV-assisted federated learning with hybrid LoRa P2P/LoRaWAN for sustainable biosphere","publication_year":2025,"publication_date":"2025-01-30","ids":{"openalex":"https://openalex.org/W4407002649","doi":"https://doi.org/10.3389/frcmn.2025.1529453"},"language":"en","primary_location":{"id":"doi:10.3389/frcmn.2025.1529453","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frcmn.2025.1529453","pdf_url":null,"source":{"id":"https://openalex.org/S4210213607","display_name":"Frontiers in Communications and Networks","issn_l":"2673-530X","issn":["2673-530X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Communications and Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3389/frcmn.2025.1529453","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063798307","display_name":"Mehran Behjati","orcid":"https://orcid.org/0000-0001-8380-057X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mehran Behjati","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051849636","display_name":"Haider A. H. Alobaidy","orcid":"https://orcid.org/0000-0003-4461-3039"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haider A. H. Alobaidy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060844784","display_name":"Rosdiadee Nordin","orcid":"https://orcid.org/0000-0001-9254-2023"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rosdiadee Nordin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080151430","display_name":"Nor Fadzilah Abdullah","orcid":"https://orcid.org/0000-0002-6593-5603"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nor Fadzilah Abdullah","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063798307"],"corresponding_institution_ids":[],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":5.2042,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95287188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"6","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9873999953269958,"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/biosphere","display_name":"Biosphere","score":0.8356868624687195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4284963607788086},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3693832755088806},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.34811192750930786},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3415601849555969},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32429057359695435},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15937116742134094},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.059902340173721313}],"concepts":[{"id":"https://openalex.org/C107218244","wikidata":"https://www.wikidata.org/wiki/Q42762","display_name":"Biosphere","level":2,"score":0.8356868624687195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4284963607788086},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3693832755088806},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.34811192750930786},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3415601849555969},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32429057359695435},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15937116742134094},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.059902340173721313}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/frcmn.2025.1529453","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frcmn.2025.1529453","pdf_url":null,"source":{"id":"https://openalex.org/S4210213607","display_name":"Frontiers in Communications and Networks","issn_l":"2673-530X","issn":["2673-530X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Communications and Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:33ea6f46d3f4439e9897c4c4b31a6115","is_oa":true,"landing_page_url":"https://doaj.org/article/33ea6f46d3f4439e9897c4c4b31a6115","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Communications and Networks, Vol 6 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frcmn.2025.1529453","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frcmn.2025.1529453","pdf_url":null,"source":{"id":"https://openalex.org/S4210213607","display_name":"Frontiers in Communications and Networks","issn_l":"2673-530X","issn":["2673-530X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Communications and Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2795262473","https://openalex.org/W3017312426","https://openalex.org/W3023574229","https://openalex.org/W3044274646","https://openalex.org/W3090837869","https://openalex.org/W3102483098","https://openalex.org/W3111419317","https://openalex.org/W3112984084","https://openalex.org/W3162720533","https://openalex.org/W3213054866","https://openalex.org/W4226248877","https://openalex.org/W4246949166","https://openalex.org/W4285103008","https://openalex.org/W4285717055","https://openalex.org/W4297687186","https://openalex.org/W4368372298","https://openalex.org/W4385834485","https://openalex.org/W4387836998","https://openalex.org/W4389538543","https://openalex.org/W4400076959","https://openalex.org/W4403303072","https://openalex.org/W6810196340","https://openalex.org/W6839375463"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W13275046","https://openalex.org/W1994760763","https://openalex.org/W3205288965","https://openalex.org/W760812393","https://openalex.org/W2056248242","https://openalex.org/W2587044545","https://openalex.org/W2126508368","https://openalex.org/W4206580269","https://openalex.org/W2896689652"],"abstract_inverted_index":{"The":[0],"increasing":[1],"amount":[2],"of":[3,11,86,123,137],"data":[4,29,32],"sensors":[5],"generate,":[6],"and":[7,13,34,42,50,68,76,101,112,127,131,135,148,155],"the":[8,84,124,133,144],"dynamic":[9],"nature":[10],"climate":[12],"environment":[14],"pose":[15],"challenges":[16,136,154],"for":[17,65,115],"conventional":[18],"smart":[19],"environmental":[20,89],"monitoring":[21,70,90,116],"systems.":[22],"These":[23],"systems":[24],"encounter":[25],"difficulties":[26],"in":[27,39,53],"long-distance":[28],"communication,":[30],"accurate":[31],"processing,":[33],"generalized":[35],"prediction":[36],"modeling,":[37],"particularly":[38],"large-scale,":[40],"remote,":[41],"hard-to-reach":[43],"areas.":[44],"Moreover,":[45],"they":[46],"are":[47],"costly,":[48],"complex,":[49],"inefficient,":[51],"especially":[52],"regions":[54],"with":[55],"limited":[56],"telecommunications":[57],"infrastructure.":[58],"Consequently,":[59],"there":[60],"is":[61],"a":[62,87,110],"pressing":[63],"need":[64],"more":[66],"efficient":[67,113],"effective":[69],"techniques":[71],"to":[72,159],"safeguard":[73],"natural":[74],"resources":[75],"ecosystems.":[77],"To":[78],"address":[79],"these":[80],"challenges,":[81],"we":[82,151],"propose":[83],"concept":[85],"novel":[88],"system":[91],"that":[92],"integrates":[93],"aerial":[94,128],"access":[95],"networks":[96],"(AAN),":[97],"federated":[98],"learning":[99],"(FL),":[100],"hybrid":[102],"LoRa":[103],"Point-to-Point":[104],"(P2P)/LoRaWAN":[105],"technologies.":[106],"This":[107],"integration":[108],"offers":[109],"reliable":[111],"solution":[114],"remote":[117],"regions.":[118],"We":[119],"provide":[120],"an":[121],"overview":[122],"AAN,":[125],"FL,":[126],"FL":[129],"paradigms":[130],"discuss":[132],"benefits":[134],"their":[138],"integration.":[139],"Preliminary":[140],"simulation":[141],"results":[142],"demonstrated":[143],"proposed":[145],"system\u2019s":[146],"feasibility":[147],"effectiveness.":[149],"Lastly,":[150],"outline":[152],"open":[153],"potential":[156],"research":[157],"directions":[158],"advance":[160],"this":[161],"field.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}