{"id":"https://openalex.org/W3092340697","doi":"https://doi.org/10.1109/etfa46521.2020.9212060","title":"Rate Adaptation by Reinforcement Learning for Wi-Fi Industrial Networks","display_name":"Rate Adaptation by Reinforcement Learning for Wi-Fi Industrial Networks","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3092340697","doi":"https://doi.org/10.1109/etfa46521.2020.9212060","mag":"3092340697"},"language":"en","primary_location":{"id":"doi:10.1109/etfa46521.2020.9212060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa46521.2020.9212060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1237592","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009754812","display_name":"Giovanni Peserico","orcid":"https://orcid.org/0000-0001-5444-6946"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Peserico","raw_affiliation_strings":["Autec s.r.l., University of Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Autec s.r.l., University of Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057731225","display_name":"Tommaso Fedullo","orcid":"https://orcid.org/0000-0003-4779-2669"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Fedullo","raw_affiliation_strings":["Dept. of Management and Engineering, University of Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Management and Engineering, University of Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067918860","display_name":"Alberto Morato","orcid":"https://orcid.org/0000-0001-5745-0529"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto Morato","raw_affiliation_strings":["CMZ Sistemi Elettronici s.r.l., University of Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CMZ Sistemi Elettronici s.r.l., University of Padova, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002939266","display_name":"Stefano Vitturi","orcid":"https://orcid.org/0000-0003-3859-3510"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Vitturi","raw_affiliation_strings":["National Research Council of Italy, CNR\u2013IEIIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, CNR\u2013IEIIT","institution_ids":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073035456","display_name":"Federico Tramarin","orcid":"https://orcid.org/0000-0001-6380-7897"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Tramarin","raw_affiliation_strings":["Dept. of Engineering \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, Italy","Dept. of Engineering \"Enzo Ferrari\", University of Modena and Reggio Emilia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Engineering \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]},{"raw_affiliation_string":"Dept. of Engineering \"Enzo Ferrari\", University of Modena and Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9997000098228455,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9997000098228455,"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/T12079","display_name":"IoT Networks and Protocols","score":0.996399998664856,"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/T13553","display_name":"Age of Information Optimization","score":0.9955999851226807,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.823667049407959},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7909020185470581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7795544862747192},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7342425584793091},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6516900062561035},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.5966383218765259},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5120061039924622},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46475473046302795},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44893962144851685},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4288969337940216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2800688147544861},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2286883294582367},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21650195121765137},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10618484020233154},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09624013304710388}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.823667049407959},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7909020185470581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7795544862747192},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7342425584793091},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6516900062561035},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.5966383218765259},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5120061039924622},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46475473046302795},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44893962144851685},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4288969337940216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2800688147544861},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2286883294582367},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21650195121765137},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10618484020233154},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09624013304710388},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/etfa46521.2020.9212060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa46521.2020.9212060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unimore.it:11380/1237592","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1237592","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.research.unipd.it:11577/3456417","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9212060","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1237592","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1237592","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W2121863487","https://openalex.org/W2161822490","https://openalex.org/W2530083682","https://openalex.org/W2891620173","https://openalex.org/W2907336014","https://openalex.org/W2945384854","https://openalex.org/W2945952403","https://openalex.org/W3012755173","https://openalex.org/W3023586494"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703","https://openalex.org/W41015297"],"abstract_inverted_index":{"Wireless":[0],"technologies":[1],"play":[2],"a":[3,94,116],"key":[4],"role":[5],"in":[6,81],"the":[7,15,47,107,123,138,142],"Industrial":[8],"Internet":[9],"of":[10,17,93,115,122,141,144],"Things":[11],"(IIoT)":[12],"scenario,":[13],"for":[14],"development":[16],"increasingly":[18],"flexible":[19],"and":[20,32],"interconnected":[21],"factory":[22],"systems.":[23],"Wi-Fi":[24],"remains":[25],"particularly":[26],"attracting":[27],"due":[28],"to":[29,46,65,71,87,105,136,148],"its":[30,38],"pervasiveness":[31],"high":[33],"achievable":[34],"data":[35],"rates.":[36],"Furthermore,":[37],"Rate":[39,109],"Adaptation":[40,110],"(RA)":[41],"capabilities":[42],"make":[43],"it":[44,85],"suitable":[45],"harsh":[48],"industrial":[49],"environments,":[50],"provided":[51],"that":[52,134],"specifically":[53],"designed":[54,124],"RA":[55,75,125],"algorithms":[56],"are":[57],"deployed.":[58],"To":[59],"this":[60,62,101],"aim,":[61],"paper":[63],"proposes":[64],"exploit":[66],"Reinforcement":[67],"Learning":[68],"(RL)":[69],"techniques":[70],"design":[72,88],"an":[73],"industry-specific":[74,150],"algorithm.":[76],"The":[77,119],"RL":[78,117,145],"is":[79,127],"spreading":[80],"many":[82],"fields":[83],"since":[84],"allows":[86],"intelligent":[89],"systems":[90],"by":[91,113],"means":[92,114],"stochastic":[95],"discrete-time":[96],"system":[97],"based":[98],"approach.":[99,118],"In":[100],"work":[102],"we":[103],"propose":[104],"enhance":[106],"Robust":[108],"Algorithm":[111],"(RRAA)":[112],"preliminary":[120],"assessment":[121],"algorithm":[126],"carried":[128],"out":[129],"through":[130],"meaningful":[131],"OMNeT++":[132],"simulations,":[133],"allow":[135],"recognize":[137],"beneficial":[139],"impact":[140],"introduction":[143],"with":[146],"respect":[147],"several":[149],"performance":[151],"indicators.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2020-10-15T00:00:00"}