{"id":"https://openalex.org/W4408703257","doi":"https://doi.org/10.1109/lcomm.2025.3553678","title":"Decentralized Federated Learning for Wireless Traffic Prediction","display_name":"Decentralized Federated Learning for Wireless Traffic Prediction","publication_year":2025,"publication_date":"2025-03-22","ids":{"openalex":"https://openalex.org/W4408703257","doi":"https://doi.org/10.1109/lcomm.2025.3553678"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2025.3553678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2025.3553678","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","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/A5076411488","display_name":"H. Zhang","orcid":"https://orcid.org/0009-0003-7825-2646"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haochang Zhang","raw_affiliation_strings":["School of Control Science and Engineering and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","School of Control Science and Engineering, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003783385","display_name":"Sirui Huang","orcid":"https://orcid.org/0009-0007-7192-973X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sirui Huang","raw_affiliation_strings":["School of Control Science and Engineering and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","School of Control Science and Engineering, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082718630","display_name":"Xiaotian Zhou","orcid":"https://orcid.org/0000-0002-3237-5347"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotian Zhou","raw_affiliation_strings":["Institute of Intelligent Communication Technologies and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","Shandong Key Lab. of Intelligent Communications and Sensing-Computation Integration, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Communication Technologies and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shandong Key Lab. of Intelligent Communications and Sensing-Computation Integration, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045797640","display_name":"Chuanting Zhang","orcid":"https://orcid.org/0000-0002-6685-4071"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanting Zhang","raw_affiliation_strings":["School of Software and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","Shandong Key Lab. of Intelligent Communications and Sensing-Computation Integration, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Software and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shandong Key Lab. of Intelligent Communications and Sensing-Computation Integration, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018659383","display_name":"Junrong Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junrong Jia","raw_affiliation_strings":["School of Control Science and Engineering and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","School of Control Science and Engineering, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering and Shandong Key Laboratory of Intelligent Communications and Sensing-Computation Integration, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076411488"],"corresponding_institution_ids":["https://openalex.org/I154099455","https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":1.4888,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8088624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"29","issue":"5","first_page":"1057","last_page":"1061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9868000149726868,"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"}},"topics":[{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9868000149726868,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9803000092506409,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.740858793258667},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5507352352142334},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5496238470077515},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3440402150154114},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3287373185157776},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.31626883149147034}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.740858793258667},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5507352352142334},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5496238470077515},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3440402150154114},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3287373185157776},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.31626883149147034}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2025.3553678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2025.3553678","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1850594858","display_name":null,"funder_award_id":"U22A2003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1912546966","display_name":null,"funder_award_id":"U24A20212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2107726111","https://openalex.org/W2190432600","https://openalex.org/W2807536558","https://openalex.org/W3156128181","https://openalex.org/W3206043672","https://openalex.org/W4312768957","https://openalex.org/W4317904357","https://openalex.org/W4367721778","https://openalex.org/W4376466765","https://openalex.org/W4386766438","https://openalex.org/W4393973089","https://openalex.org/W4400005753","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4252076617","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W2038165453","https://openalex.org/W1885824365"],"abstract_inverted_index":{"Wireless":[0],"traffic":[1,63],"prediction":[2],"is":[3,72,90,99],"indispensable":[4],"for":[5,61],"future":[6],"intelligent":[7],"cellular":[8],"networks,":[9],"as":[10,40],"it":[11],"can":[12],"guide":[13],"the":[14,20,24,75,78,86,108,117,124,129,135,139,144],"resource":[15],"allocation":[16],"smartly":[17],"to":[18,32,112,143],"boost":[19],"usage":[21],"efficiency.":[22],"While":[23],"deep":[25],"learning":[26,57,70],"based":[27,58],"methods":[28],"have":[29,33],"been":[30],"reported":[31],"promising":[34],"performance,":[35],"they":[36],"encounter":[37],"issues":[38],"such":[39],"data":[41,44],"privacy":[42],"and":[43,95],"heterogeneity.":[45],"To":[46],"overcome":[47],"these,":[48],"in":[49],"this":[50],"letter":[51],"we":[52],"design":[53],"a":[54,66],"decentralized":[55],"federated":[56,69],"network":[59],"(DFLNet)":[60],"wireless":[62],"prediction,":[64],"where":[65,85],"two":[67],"layered":[68],"framework":[71],"proposed.":[73],"In":[74],"proposed":[76,105,140],"algorithm,":[77],"base":[79],"stations":[80],"are":[81],"divided":[82],"into":[83],"clusters,":[84],"intra-cluster":[87],"parameter":[88],"aggregation":[89],"achieved":[91],"through":[92],"attention":[93],"mechanism":[94],"that":[96],"of":[97,138],"inter-cluster":[98],"realized":[100],"by":[101,128],"reinforcement":[102],"learning.":[103],"The":[104],"approach":[106],"enables":[107],"collaborative":[109],"model":[110],"updates":[111],"be":[113],"carried":[114],"out":[115],"among":[116],"most":[118],"spatial":[119],"correlated":[120],"clients,":[121],"without":[122],"involving":[123],"adversarial":[125],"information":[126],"provided":[127],"geometrical":[130],"remote":[131],"clients.":[132],"Simulations":[133],"confirm":[134],"improved":[136],"accuracy":[137],"algorithm":[141],"compared":[142],"benchmark":[145],"schemes.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}