{"id":"https://openalex.org/W3109392121","doi":"https://doi.org/10.23919/cnsm50824.2020.9269064","title":"Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence","display_name":"Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence","publication_year":2020,"publication_date":"2020-11-02","ids":{"openalex":"https://openalex.org/W3109392121","doi":"https://doi.org/10.23919/cnsm50824.2020.9269064","mag":"3109392121"},"language":"en","primary_location":{"id":"doi:10.23919/cnsm50824.2020.9269064","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm50824.2020.9269064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 16th International Conference on Network and Service Management (CNSM)","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/A5028802750","display_name":"Paola Soto","orcid":"https://orcid.org/0000-0001-5906-6424"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Paola Soto","raw_affiliation_strings":["imec, IDLab, University of Antwerp, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072792091","display_name":"Miguel Camelo","orcid":"https://orcid.org/0000-0001-8152-7143"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Miguel Camelo","raw_affiliation_strings":["imec, IDLab, University of Antwerp, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005542751","display_name":"Jaron Fontaine","orcid":"https://orcid.org/0000-0001-5942-9440"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jaron Fontaine","raw_affiliation_strings":["imec, IDLab, Ghent University, Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044706709","display_name":"Merkebu Girmay","orcid":"https://orcid.org/0000-0002-1561-2566"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Merkebu Girmay","raw_affiliation_strings":["imec, IDLab, Ghent University, Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018797700","display_name":"Adnan Shahid","orcid":"https://orcid.org/0000-0003-1943-6261"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Adnan Shahid","raw_affiliation_strings":["imec, IDLab, Ghent University, Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087156124","display_name":"Vasilis Maglogiannis","orcid":"https://orcid.org/0000-0001-6128-587X"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Vasilis Maglogiannis","raw_affiliation_strings":["imec, IDLab, Ghent University, Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026442244","display_name":"Eli De Poorter","orcid":"https://orcid.org/0000-0002-0214-5751"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Eli De Poorter","raw_affiliation_strings":["imec, IDLab, Ghent University, Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022887237","display_name":"Ingrid Moerman","orcid":"https://orcid.org/0000-0003-2377-3674"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ingrid Moerman","raw_affiliation_strings":["imec, IDLab, Ghent University, Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072727038","display_name":"Juan Felipe Botero","orcid":"https://orcid.org/0000-0002-7072-8924"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan F. Botero","raw_affiliation_strings":["Universidad de Antioquia, Medell\u00edn, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Antioquia, Medell\u00edn, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049021976","display_name":"Steven Latr\u00e9","orcid":"https://orcid.org/0000-0003-0351-1714"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Steven Latre","raw_affiliation_strings":["imec, IDLab, University of Antwerp, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec, IDLab, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9998000264167786,"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":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9997000098228455,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9987000226974487,"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/testbed","display_name":"Testbed","score":0.8118876218795776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8097039461135864},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7504942417144775},{"id":"https://openalex.org/keywords/spectrum-management","display_name":"Spectrum management","score":0.6245395541191101},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.6021289825439453},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.563156008720398},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5321043729782104},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.5194218158721924},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5157228112220764},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4710545241832733},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4434168338775635},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24491512775421143},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.17566189169883728}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8118876218795776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8097039461135864},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7504942417144775},{"id":"https://openalex.org/C63029442","wikidata":"https://www.wikidata.org/wiki/Q6504978","display_name":"Spectrum management","level":4,"score":0.6245395541191101},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.6021289825439453},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.563156008720398},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5321043729782104},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.5194218158721924},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5157228112220764},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4710545241832733},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4434168338775635},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24491512775421143},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.17566189169883728},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":2,"locations":[{"id":"doi:10.23919/cnsm50824.2020.9269064","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm50824.2020.9269064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 16th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"},{"id":"pmh:oai:archive.ugent.be:8684903","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-8684903","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9783903176317","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1008745564","https://openalex.org/W1850457698","https://openalex.org/W1994427482","https://openalex.org/W2005327844","https://openalex.org/W2078048287","https://openalex.org/W2409433878","https://openalex.org/W2525633136","https://openalex.org/W2540745472","https://openalex.org/W2590052713","https://openalex.org/W2779629182","https://openalex.org/W2804448540","https://openalex.org/W2906943359","https://openalex.org/W2922199436","https://openalex.org/W2962883549","https://openalex.org/W2971425103","https://openalex.org/W2995868231","https://openalex.org/W3048900638","https://openalex.org/W3094795066","https://openalex.org/W3099404728","https://openalex.org/W3105333690"],"related_works":["https://openalex.org/W3197584586","https://openalex.org/W1584888409","https://openalex.org/W2520902937","https://openalex.org/W2914383144","https://openalex.org/W3100451096","https://openalex.org/W2366251550","https://openalex.org/W2779515473","https://openalex.org/W2049599648","https://openalex.org/W2183862607","https://openalex.org/W2140682030"],"abstract_inverted_index":{"Recently,":[0],"the":[1,14,20,71,79,95,111,149,171],"operation":[2,178],"of":[3,22,73,97,166,179],"LTE":[4,23,46],"in":[5,24,144,163],"unlicensed":[6],"bands":[7,26],"has":[8],"been":[9],"proposed":[10],"to":[11,55,70,116,175],"cope":[12],"with":[13,30],"ever-increasing":[15],"mobile":[16],"traffic":[17],"demand.":[18],"However,":[19],"deployment":[21],"such":[25,33,58],"implies":[27],"sharing":[28],"spectrum":[29,90,137],"mature":[31],"technologies":[32,134],"as":[34,99],"Wi-Fi.":[35,56,180],"Several":[36],"studies":[37],"have":[38],"discussed":[39],"this":[40,84],"coexistence":[41],"problem":[42],"by":[43,103],"suggesting":[44],"that":[45,51,76,93,129,152],"implements":[47],"different":[48,132],"adaptation":[49,59],"mechanisms":[50,60,75],"allow":[52],"transmission":[53],"possibilities":[54],"While":[57],"exist,":[61],"they":[62],"still":[63],"negatively":[64],"impact":[65],"Wi-Fi":[66,153],"performance,":[67],"mainly":[68],"due":[69],"lack":[72],"collaboration/coordination":[74],"inform":[77],"about":[78],"co-located":[80,106],"networks'":[81],"activities.":[82],"In":[83],"paper,":[85],"we":[86],"propose":[87],"a":[88,100,124,145,176],"distributed":[89],"management":[91],"framework":[92,120],"enhances":[94],"performance":[96,156],"Wi-Fi,":[98],"particular":[101],"case,":[102],"detecting":[104],"harmful":[105],"wireless":[107,133],"networks":[108],"and":[109,135,148],"changes":[110],"Wi-Fi's":[112],"operating":[113],"central":[114],"frequency":[115],"avoid":[117],"them.":[118],"The":[119],"is":[121],"based":[122],"on":[123,170],"Convolutional":[125],"Neural":[126],"Network":[127],"(CNN)":[128],"can":[130],"identify":[131],"provides":[136],"usage":[138],"statistics.":[139],"Experiments":[140],"were":[141],"carried":[142],"out":[143],"real-life":[146],"testbed,":[147],"results":[150],"show":[151],"maintains":[154],"its":[155],"when":[157],"using":[158],"our":[159],"framework.":[160],"This":[161],"translates":[162],"an":[164],"increase":[165],"at":[167],"least":[168],"40%":[169],"overall":[172],"throughput":[173],"compared":[174],"non-managed":[177]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
