{"id":"https://openalex.org/W4379619876","doi":"https://doi.org/10.1109/wfcs57264.2023.10144122","title":"Predicting Wireless Channel Quality by Means of Moving Averages and Regression Models","display_name":"Predicting Wireless Channel Quality by Means of Moving Averages and Regression Models","publication_year":2023,"publication_date":"2023-04-26","ids":{"openalex":"https://openalex.org/W4379619876","doi":"https://doi.org/10.1109/wfcs57264.2023.10144122"},"language":"en","primary_location":{"id":"doi:10.1109/wfcs57264.2023.10144122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wfcs57264.2023.10144122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on Factory Communication Systems (WFCS)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2306.08634","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032201529","display_name":"Gabriele Formis","orcid":"https://orcid.org/0000-0001-9290-002X"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"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/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gabriele Formis","raw_affiliation_strings":["National Research Council of Italy (CNR-IEIIT),Italy","Politecnico di Torino, Italy","National Research Council of Italy (CNR-IEIIT), Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT),Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]},{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT), Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050248664","display_name":"Stefano Scanzio","orcid":"https://orcid.org/0000-0001-7643-2342"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Scanzio","raw_affiliation_strings":["National Research Council of Italy (CNR-IEIIT),Italy","National Research Council of Italy (CNR-IEIIT), Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT),Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]},{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT), Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000601354","display_name":"Gianluca Cena","orcid":"https://orcid.org/0000-0003-0084-5321"},"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":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Cena","raw_affiliation_strings":["National Research Council of Italy (CNR-IEIIT),Italy","National Research Council of Italy (CNR-IEIIT), Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT),Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]},{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT), Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067697252","display_name":"Adriano Valenzano","orcid":"https://orcid.org/0000-0003-1238-0808"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Adriano Valenzano","raw_affiliation_strings":["National Research Council of Italy (CNR-IEIIT),Italy","National Research Council of Italy (CNR-IEIIT), Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT),Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]},{"raw_affiliation_string":"National Research Council of Italy (CNR-IEIIT), Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032201529"],"corresponding_institution_ids":["https://openalex.org/I177477856","https://openalex.org/I4210100607","https://openalex.org/I4210155236"],"apc_list":null,"apc_paid":null,"fwci":1.0344,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75908621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9939000010490417,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9939000010490417,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9876999855041504,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9872999787330627,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6387727856636047},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5906055569648743},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5884071588516235},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5263510942459106},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5181816220283508},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.45260846614837646},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3948456645011902},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26126447319984436},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19133490324020386},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1908273696899414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6387727856636047},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5906055569648743},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5884071588516235},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5263510942459106},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5181816220283508},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.45260846614837646},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3948456645011902},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26126447319984436},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19133490324020386},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1908273696899414},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wfcs57264.2023.10144122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wfcs57264.2023.10144122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on Factory Communication Systems (WFCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2306.08634","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.08634","pdf_url":"https://arxiv.org/pdf/2306.08634","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2306.08634","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2306.08634","pdf_url":"https://arxiv.org/pdf/2306.08634","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2233891588","display_name":null,"funder_award_id":"PE_0000001","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7205771190","display_name":null,"funder_award_id":"PE00000001","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8386731437","display_name":null,"funder_award_id":"Resilience Plan (NRRP)","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4379619876.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2049863172","https://openalex.org/W2138491179","https://openalex.org/W2140052047","https://openalex.org/W2170596266","https://openalex.org/W2333650069","https://openalex.org/W2413387041","https://openalex.org/W2741293008","https://openalex.org/W2811266402","https://openalex.org/W2950319188","https://openalex.org/W2953714043","https://openalex.org/W2970550816","https://openalex.org/W2982529135","https://openalex.org/W2995987946","https://openalex.org/W3035974859","https://openalex.org/W3120091382","https://openalex.org/W3158452433","https://openalex.org/W3194459689","https://openalex.org/W3199070602","https://openalex.org/W3205427308","https://openalex.org/W4205381453","https://openalex.org/W4212858930","https://openalex.org/W4281555654","https://openalex.org/W4281967920","https://openalex.org/W4297095261","https://openalex.org/W4308424588","https://openalex.org/W4308644656","https://openalex.org/W4312529760","https://openalex.org/W4312727198","https://openalex.org/W4312937883"],"related_works":["https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W1969346022","https://openalex.org/W2034959125","https://openalex.org/W2355687852"],"abstract_inverted_index":{"The":[0],"ability":[1],"to":[2,24,118,149],"reliably":[3],"predict":[4,150],"the":[5,15,53,57,71,121,139,143,151,162,173],"future":[6,28],"quality":[7],"of":[8,27,109],"a":[9,21,96,101,106,156],"wireless":[10],"channel,":[11,55],"as":[12],"seen":[13],"by":[14],"media":[16],"access":[17],"control":[18],"layer,":[19],"is":[20,142],"key":[22,89],"enabler":[23],"improve":[25],"performance":[26,90],"industrial":[29],"networks":[30],"that":[31,138],"do":[32],"not":[33],"rely":[34],"on":[35,80,92,105,130],"wires.":[36],"Knowing":[37],"in":[38],"advance":[39],"how":[40],"much":[41],"channel":[42],"behavior":[43],"may":[44],"change":[45],"can":[46],"speed":[47],"up":[48],"procedures":[49],"for":[50],"adaptively":[51],"selecting":[52],"best":[54,140],"making":[56],"network":[58],"more":[59],"deterministic,":[60],"reliable,":[61],"and":[62,83,116,124,169],"less":[63],"energy-hungry,":[64],"possibly":[65],"improving":[66],"device":[67],"roaming":[68],"capabilities":[69],"at":[70,161],"same":[72,163],"time.":[73],"To":[74],"this":[75],"aim,":[76],"popular":[77],"approaches":[78],"based":[79,104],"moving":[81,145],"averages":[82],"regression":[84],"were":[85],"compared,":[86],"using":[87],"multiple":[88],"indicators,":[91],"data":[93],"captured":[94],"from":[95,111],"real":[97],"Wi-Fi":[98],"setup.":[99],"Moreover,":[100],"simple":[102],"technique":[103],"linear":[107],"combination":[108],"outcomes":[110],"different":[112],"techniques":[113],"was":[114],"presented":[115],"analyzed,":[117],"further":[119],"reduce":[120],"prediction":[122],"error,":[123],"some":[125],"considerations":[126],"about":[127],"lower":[128,166],"bounds":[129],"achievable":[131],"errors":[132],"have":[133],"been":[134],"reported.":[135],"We":[136],"found":[137],"model":[141],"exponential":[144],"average,":[146],"which":[147],"managed":[148],"frame":[152],"delivery":[153],"ratio":[154],"with":[155],"2.10%":[157],"average":[158],"error":[159],"and,":[160],"time,":[164],"has":[165],"computational":[167],"complexity":[168],"memory":[170],"consumption":[171],"than":[172],"other":[174],"models":[175],"we":[176],"analyzed.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}