{"id":"https://openalex.org/W4280574159","doi":"https://doi.org/10.1109/wcnc51071.2022.9771706","title":"Vehicle Position Nowcasting with Gossip Learning","display_name":"Vehicle Position Nowcasting with Gossip Learning","publication_year":2022,"publication_date":"2022-04-10","ids":{"openalex":"https://openalex.org/W4280574159","doi":"https://doi.org/10.1109/wcnc51071.2022.9771706"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc51071.2022.9771706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc51071.2022.9771706","pdf_url":null,"source":{"id":"https://openalex.org/S4363607776","display_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5054224789","display_name":"Mina Aghaei Dinani","orcid":"https://orcid.org/0009-0007-2791-4434"},"institutions":[{"id":"https://openalex.org/I57825437","display_name":"University of Neuch\u00e2tel","ror":"https://ror.org/00vasag41","country_code":"CH","type":"education","lineage":["https://openalex.org/I57825437"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mina Aghaei Dinani","raw_affiliation_strings":["University of Neuchatel,Switzerland","University of Neuchatel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Neuchatel,Switzerland","institution_ids":["https://openalex.org/I57825437"]},{"raw_affiliation_string":"University of Neuchatel, Switzerland","institution_ids":["https://openalex.org/I57825437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052881932","display_name":"Adrian Holzer","orcid":"https://orcid.org/0000-0001-7946-1552"},"institutions":[{"id":"https://openalex.org/I57825437","display_name":"University of Neuch\u00e2tel","ror":"https://ror.org/00vasag41","country_code":"CH","type":"education","lineage":["https://openalex.org/I57825437"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adrian Holzer","raw_affiliation_strings":["University of Neuchatel,Switzerland","University of Neuchatel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Neuchatel,Switzerland","institution_ids":["https://openalex.org/I57825437"]},{"raw_affiliation_string":"University of Neuchatel, Switzerland","institution_ids":["https://openalex.org/I57825437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056718700","display_name":"Hung Nguyen","orcid":"https://orcid.org/0000-0003-1028-920X"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung Nguyen","raw_affiliation_strings":["The University of Adelaide,Australia","The University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Adelaide,Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"The University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033827359","display_name":"Marco Ajmone Marsan","orcid":"https://orcid.org/0000-0002-9560-7053"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES","IT"],"is_corresponding":false,"raw_author_name":"Marco Ajmone Marsan","raw_affiliation_strings":["Politecnico di Torino,Italy","Politecnico di Torino, Italy","Institute IMDEA Networks, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Institute IMDEA Networks, Spain","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003171056","display_name":"Gianluca Rizzo","orcid":"https://orcid.org/0000-0001-7129-4972"},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]},{"id":"https://openalex.org/I4210129267","display_name":"HES-SO Valais-Wallis","ror":"https://ror.org/03r5zec51","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210129267"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Gianluca Rizzo","raw_affiliation_strings":["HES-SO Valais,Switzerland","University of Foggia, Italy","HES-SO Valais, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HES-SO Valais,Switzerland","institution_ids":["https://openalex.org/I4210129267"]},{"raw_affiliation_string":"University of Foggia, Italy","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"HES-SO Valais, Switzerland","institution_ids":["https://openalex.org/I4210129267"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"728","last_page":"733"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9976000189781189,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/nowcasting","display_name":"Nowcasting","score":0.8660790920257568},{"id":"https://openalex.org/keywords/gossip","display_name":"Gossip","score":0.8183804750442505},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7937594652175903},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5383395552635193},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5042539834976196},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.49643880128860474},{"id":"https://openalex.org/keywords/gossip-protocol","display_name":"Gossip protocol","score":0.4952220022678375},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4778016209602356},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.46284741163253784},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.44699326157569885},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4223659634590149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42234736680984497},{"id":"https://openalex.org/keywords/broadcasting","display_name":"Broadcasting (networking)","score":0.41569268703460693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41189563274383545},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4060521125793457},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3414064645767212},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15540200471878052},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09727290272712708}],"concepts":[{"id":"https://openalex.org/C2781013037","wikidata":"https://www.wikidata.org/wiki/Q1433331","display_name":"Nowcasting","level":2,"score":0.8660790920257568},{"id":"https://openalex.org/C62989814","wikidata":"https://www.wikidata.org/wiki/Q854648","display_name":"Gossip","level":2,"score":0.8183804750442505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7937594652175903},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5383395552635193},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5042539834976196},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.49643880128860474},{"id":"https://openalex.org/C145928361","wikidata":"https://www.wikidata.org/wiki/Q5587504","display_name":"Gossip protocol","level":3,"score":0.4952220022678375},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4778016209602356},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.46284741163253784},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.44699326157569885},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4223659634590149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42234736680984497},{"id":"https://openalex.org/C110157686","wikidata":"https://www.wikidata.org/wiki/Q922122","display_name":"Broadcasting (networking)","level":2,"score":0.41569268703460693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41189563274383545},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4060521125793457},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3414064645767212},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15540200471878052},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09727290272712708},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wcnc51071.2022.9771706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc51071.2022.9771706","pdf_url":null,"source":{"id":"https://openalex.org/S4363607776","display_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:hesso.tind.io:10687","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/10687","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/10687","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1806891645","https://openalex.org/W2096829538","https://openalex.org/W2114109296","https://openalex.org/W2150871663","https://openalex.org/W2184623761","https://openalex.org/W2798024831","https://openalex.org/W2963121817","https://openalex.org/W2963914175","https://openalex.org/W2964193755","https://openalex.org/W2969231791","https://openalex.org/W2996845627","https://openalex.org/W3106356772","https://openalex.org/W3161812549","https://openalex.org/W4300427714","https://openalex.org/W4300427724","https://openalex.org/W6631190155","https://openalex.org/W6686239164","https://openalex.org/W6728757088","https://openalex.org/W6730398498","https://openalex.org/W6738383168","https://openalex.org/W6767074001"],"related_works":["https://openalex.org/W3024820515","https://openalex.org/W2131433923","https://openalex.org/W2010318438","https://openalex.org/W2020760577","https://openalex.org/W1678654634","https://openalex.org/W2120550887","https://openalex.org/W2149172033","https://openalex.org/W2108737453","https://openalex.org/W177242786","https://openalex.org/W3216064821"],"abstract_inverted_index":{"Nowcasting,":[0],"i.e.,":[1],"short-term":[2],"forecasting,":[3],"of":[4,29,47,72,96,146,160,169],"end":[5],"user":[6],"location":[7,40],"is":[8,61],"becoming":[9],"increasingly":[10],"important":[11],"for":[12,115,118,166],"anticipatory":[13,179],"resource":[14,181],"management":[15],"in":[16,32],"radio":[17,180],"access":[18],"networks":[19],"(RAN).":[20],"In":[21,123],"this":[22],"paper,":[23],"we":[24,37],"look":[25],"at":[26],"the":[27,39,55,154],"case":[28],"vehicles":[30],"moving":[31],"dense":[33],"urban":[34],"environments,":[35],"and":[36,81,99,137],"tackle":[38],"nowcasting":[41],"problem":[42],"with":[43,120,135],"a":[44,62,170],"particular":[45],"class":[46],"machine":[48,64],"learning":[49,65,108],"(ML)":[50],"algorithms":[51,114,157],"that":[52,153],"goes":[53],"under":[54],"name":[56],"Gossip":[57],"Learning":[58],"(GL).":[59],"GL":[60,156],"peer-to-peer":[63],"approach":[66],"based":[67],"on":[68,82],"direct,":[69],"opportunistic":[70],"exchange":[71],"models":[73],"among":[74],"nodes":[75,126],"via":[76],"wireless":[77],"device-to-device":[78],"(D2D)":[79],"communications,":[80],"collaborative":[83],"model":[84,130],"training.":[85],"It":[86],"has":[87],"recently":[88],"proven":[89],"to":[90,93,100,143,176],"scale":[91],"efficiently":[92],"large":[94],"numbers":[95],"static":[97],"nodes,":[98],"offer":[101],"better":[102],"privacy":[103],"guarantees":[104],"than":[105],"traditional":[106],"centralized":[107],"architectures.":[109],"We":[110],"present":[111],"new":[112],"decentralized":[113],"GL,":[116],"suitable":[117],"setups":[119],"dynamic":[121],"nodes.":[122],"our":[124],"approach,":[125],"improve":[127],"their":[128,147],"personalized":[129],"instance":[131],"by":[132,138],"sharing":[133],"it":[134],"neighbors,":[136],"weighting":[139],"neighbors'":[140],"contributions":[141],"according":[142],"an":[144],"estimate":[145],"marginal":[148],"utility.":[149],"Our":[150],"results":[151],"show":[152],"proposed":[155],"are":[158,174],"capable":[159],"providing":[161],"accurate":[162],"vehicle":[163],"position":[164],"predictions":[165],"time":[167],"horizons":[168],"few":[171],"seconds,":[172],"which":[173],"sufficient":[175],"implement":[177],"effective":[178],"management.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}