{"id":"https://openalex.org/W3199070602","doi":"https://doi.org/10.1109/comst.2022.3179242","title":"Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance With Machine Learning","display_name":"Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance With Machine Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3199070602","doi":"https://doi.org/10.1109/comst.2022.3179242","mag":"3199070602"},"language":"en","primary_location":{"id":"doi:10.1109/comst.2022.3179242","is_oa":true,"landing_page_url":"https://doi.org/10.1109/comst.2022.3179242","pdf_url":"https://ieeexplore.ieee.org/ielx7/9739/5451756/09786784.pdf","source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Surveys & Tutorials","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/9739/5451756/09786784.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023053545","display_name":"Szymon Szott","orcid":"https://orcid.org/0000-0001-5884-5581"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Szymon Szott","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Science and Technology, Kraków, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Science and Technology, Kraków, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052622723","display_name":"Katarzyna Kosek\u2010Szott","orcid":"https://orcid.org/0000-0001-7609-9420"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Kosek-Szott","raw_affiliation_strings":["Institute of Telecommunications, AGH University of Science and Technology, Kraków, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Telecommunications, AGH University of Science and Technology, Kraków, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102820631","display_name":"Piotr Gaw\u0142owicz","orcid":"https://orcid.org/0000-0001-5507-8487"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Piotr Gawlowicz","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088581993","display_name":"Jorge Torres G\u00f3mez","orcid":"https://orcid.org/0000-0001-9523-048X"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorge Torres Gomez","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089762387","display_name":"Boris Bellalta","orcid":"https://orcid.org/0000-0002-7826-3703"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boris Bellalta","raw_affiliation_strings":["Department of Information and Communication Technologies, UPF Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technologies, UPF Barcelona, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090173388","display_name":"Anatolij Zubow","orcid":"https://orcid.org/0000-0002-4117-6729"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anatolij Zubow","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042212040","display_name":"Falko Dressler","orcid":"https://orcid.org/0000-0002-1989-1750"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Falko Dressler","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, 10587 Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5023053545"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":21.3038,"has_fulltext":true,"cited_by_count":153,"citation_normalized_percentile":{"value":0.99703133,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"24","issue":"3","first_page":"1843","last_page":"1893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":1.0,"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":1.0,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9991999864578247,"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":0.7506846785545349},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.7501347064971924},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.680790901184082},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.676097571849823},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46391761302948},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.45333677530288696},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44231700897216797},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32011833786964417},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17657190561294556},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.11964204907417297}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7506846785545349},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7501347064971924},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.680790901184082},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.676097571849823},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46391761302948},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.45333677530288696},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44231700897216797},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32011833786964417},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17657190561294556},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.11964204907417297},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/comst.2022.3179242","is_oa":true,"landing_page_url":"https://doi.org/10.1109/comst.2022.3179242","pdf_url":"https://ieeexplore.ieee.org/ielx7/9739/5451756/09786784.pdf","source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Surveys & Tutorials","raw_type":"journal-article"},{"id":"pmh:oai:repositori-api.upf.edu:10230/56024","is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/56024","pdf_url":null,"source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Universitat Pompeu Fabra","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:2109.04786","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.04786","pdf_url":"https://arxiv.org/pdf/2109.04786","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":"doi:10.1109/comst.2022.3179242","is_oa":true,"landing_page_url":"https://doi.org/10.1109/comst.2022.3179242","pdf_url":"https://ieeexplore.ieee.org/ielx7/9739/5451756/09786784.pdf","source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Surveys & Tutorials","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1028331295","display_name":null,"funder_award_id":"MCIU/AEI/FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G1442354033","display_name":null,"funder_award_id":"PGC2018-099959-B-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G1643641974","display_name":null,"funder_award_id":"AEI/FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G196323556","display_name":null,"funder_award_id":"PGC2018-099959-B-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2295054390","display_name":null,"funder_award_id":"6G-RIC","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G2311694283","display_name":null,"funder_award_id":"AEI/FEDER","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G2893164536","display_name":null,"funder_award_id":"FEDER,UE","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3043571677","display_name":null,"funder_award_id":"16KISK020K","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G347052847","display_name":null,"funder_award_id":"SGR017-1188","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"},{"id":"https://openalex.org/G3765560856","display_name":null,"funder_award_id":"MCIU/AEI/FEDER","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G4000969380","display_name":null,"funder_award_id":"WINDMAL PGC2018-099959-B-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G4816244515","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4838704522","display_name":null,"funder_award_id":"in part","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6063137639","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G6955755495","display_name":null,"funder_award_id":"Germany","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7145209345","display_name":null,"funder_award_id":"AEI/FEDER,UE","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7225624288","display_name":null,"funder_award_id":"This work was","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7375281184","display_name":null,"funder_award_id":"DEC-2020/39/I/ST7/01457","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"},{"id":"https://openalex.org/G7868538544","display_name":null,"funder_award_id":"PGC2018-09","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8063416118","display_name":null,"funder_award_id":"PGC2018","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G8242738541","display_name":null,"funder_award_id":"DR 639/28-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320320603","display_name":"Swan River Trust","ror":"https://ror.org/04abk6t05"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320334830","display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca","ror":"https://ror.org/01n4pqe45"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199070602.pdf","grobid_xml":"https://content.openalex.org/works/W3199070602.grobid-xml"},"referenced_works_count":404,"referenced_works":["https://openalex.org/W1579948591","https://openalex.org/W1947927401","https://openalex.org/W1966841787","https://openalex.org/W1968910114","https://openalex.org/W1971523684","https://openalex.org/W1998835186","https://openalex.org/W1999162236","https://openalex.org/W2000875519","https://openalex.org/W2001065364","https://openalex.org/W2001756013","https://openalex.org/W2002872113","https://openalex.org/W2005327844","https://openalex.org/W2005757740","https://openalex.org/W2018598835","https://openalex.org/W2020426008","https://openalex.org/W2020497544","https://openalex.org/W2028070713","https://openalex.org/W2039522160","https://openalex.org/W2046679951","https://openalex.org/W2048838717","https://openalex.org/W2051892566","https://openalex.org/W2054230736","https://openalex.org/W2056805010","https://openalex.org/W2062789233","https://openalex.org/W2065834772","https://openalex.org/W2066624685","https://openalex.org/W2088183589","https://openalex.org/W2091005538","https://openalex.org/W2091679497","https://openalex.org/W2101431076","https://openalex.org/W2102439084","https://openalex.org/W2103329036","https://openalex.org/W2106027325","https://openalex.org/W2108598243","https://openalex.org/W2111654680","https://openalex.org/W2115368602","https://openalex.org/W2116067849","https://openalex.org/W2123893388","https://openalex.org/W2128569883","https://openalex.org/W2130116104","https://openalex.org/W2133167478","https://openalex.org/W2134899027","https://openalex.org/W2138169724","https://openalex.org/W2141519260","https://openalex.org/W2142424928","https://openalex.org/W2155245064","https://openalex.org/W2158488708","https://openalex.org/W2159858718","https://openalex.org/W2162598825","https://openalex.org/W2168405694","https://openalex.org/W2256955842","https://openalex.org/W2278683827","https://openalex.org/W2287471222","https://openalex.org/W2290671011","https://openalex.org/W2338178428","https://openalex.org/W2341030256","https://openalex.org/W2462784749","https://openalex.org/W2493102160","https://openalex.org/W2500898769","https://openalex.org/W2514559688","https://openalex.org/W2519552250","https://openalex.org/W2524124724","https://openalex.org/W2525323163","https://openalex.org/W2529491886","https://openalex.org/W2537747452","https://openalex.org/W2546126548","https://openalex.org/W2557237231","https://openalex.org/W2558974773","https://openalex.org/W2559655401","https://openalex.org/W2561303064","https://openalex.org/W2563167966","https://openalex.org/W2569668885","https://openalex.org/W2585618153","https://openalex.org/W2589691105","https://openalex.org/W2591951844","https://openalex.org/W2615459164","https://openalex.org/W2619196094","https://openalex.org/W2625805002","https://openalex.org/W2737885113","https://openalex.org/W2739610708","https://openalex.org/W2741128765","https://openalex.org/W2743372900","https://openalex.org/W2743626299","https://openalex.org/W2746866883","https://openalex.org/W2754025451","https://openalex.org/W2755150464","https://openalex.org/W2761873684","https://openalex.org/W2763219399","https://openalex.org/W2763323349","https://openalex.org/W2765948410","https://openalex.org/W2766762513","https://openalex.org/W2769657845","https://openalex.org/W2770653985","https://openalex.org/W2770761395","https://openalex.org/W2775383661","https://openalex.org/W2780956429","https://openalex.org/W2783934138","https://openalex.org/W2784072924","https://openalex.org/W2784124229","https://openalex.org/W2785517842","https://openalex.org/W2787536066","https://openalex.org/W2787636392","https://openalex.org/W2793876549","https://openalex.org/W2795413649","https://openalex.org/W2796104866","https://openalex.org/W2798901997","https://openalex.org/W2800918000","https://openalex.org/W2802897269","https://openalex.org/W2803370496","https://openalex.org/W2803902843","https://openalex.org/W2804448540","https://openalex.org/W2804613408","https://openalex.org/W2805715956","https://openalex.org/W2808420356","https://openalex.org/W2808691960","https://openalex.org/W2809832199","https://openalex.org/W2811412178","https://openalex.org/W2884849751","https://openalex.org/W2885803873","https://openalex.org/W2886449826","https://openalex.org/W2887019724","https://openalex.org/W2888108833","https://openalex.org/W2889236630","https://openalex.org/W2889383416","https://openalex.org/W2890475204","https://openalex.org/W2890950736","https://openalex.org/W2890959877","https://openalex.org/W2898035736","https://openalex.org/W2902460967","https://openalex.org/W2903177533","https://openalex.org/W2903821109","https://openalex.org/W2903957515","https://openalex.org/W2905255623","https://openalex.org/W2905258433","https://openalex.org/W2906115618","https://openalex.org/W2907709707","https://openalex.org/W2910143240","https://openalex.org/W2910166370","https://openalex.org/W2912271042","https://openalex.org/W2912329095","https://openalex.org/W2913559313","https://openalex.org/W2914940294","https://openalex.org/W2917932334","https://openalex.org/W2918557159","https://openalex.org/W2918878542","https://openalex.org/W2919753410","https://openalex.org/W2919984499","https://openalex.org/W2924416850","https://openalex.org/W2925043682","https://openalex.org/W2941191010","https://openalex.org/W2942044047","https://openalex.org/W2943879620","https://openalex.org/W2945412543","https://openalex.org/W2945569214","https://openalex.org/W2945744693","https://openalex.org/W2946775335","https://openalex.org/W2948538253","https://openalex.org/W2950863887","https://openalex.org/W2951145066","https://openalex.org/W2954834894","https://openalex.org/W2958918608","https://openalex.org/W2960701605","https://openalex.org/W2962846391","https://openalex.org/W2962883549","https://openalex.org/W2963015377","https://openalex.org/W2963170234","https://openalex.org/W2963241379","https://openalex.org/W2963349765","https://openalex.org/W2963432161","https://openalex.org/W2963507827","https://openalex.org/W2963706455","https://openalex.org/W2963775970","https://openalex.org/W2964291307","https://openalex.org/W2965049464","https://openalex.org/W2965244766","https://openalex.org/W2967301987","https://openalex.org/W2968482790","https://openalex.org/W2969008381","https://openalex.org/W2970269258","https://openalex.org/W2971746619","https://openalex.org/W2972376672","https://openalex.org/W2972441196","https://openalex.org/W2975055734","https://openalex.org/W2975888451","https://openalex.org/W2979912857","https://openalex.org/W2981678258","https://openalex.org/W2982143035","https://openalex.org/W2982408646","https://openalex.org/W2989041434","https://openalex.org/W2989816676","https://openalex.org/W2990019815","https://openalex.org/W2990740617","https://openalex.org/W2991001817","https://openalex.org/W2991031935","https://openalex.org/W2991478562","https://openalex.org/W2991570458","https://openalex.org/W2991737287","https://openalex.org/W2994180740","https://openalex.org/W2994381453","https://openalex.org/W2994963339","https://openalex.org/W2995415632","https://openalex.org/W2996113558","https://openalex.org/W2997400718","https://openalex.org/W2997437542","https://openalex.org/W2998619204","https://openalex.org/W2998970577","https://openalex.org/W2999146029","https://openalex.org/W2999561085","https://openalex.org/W3003843517","https://openalex.org/W3004126977","https://openalex.org/W3005252141","https://openalex.org/W3006512888","https://openalex.org/W3007115441","https://openalex.org/W3008592315","https://openalex.org/W3009141685","https://openalex.org/W3009303250","https://openalex.org/W3009937648","https://openalex.org/W3009978309","https://openalex.org/W3010878474","https://openalex.org/W3011024438","https://openalex.org/W3013109447","https://openalex.org/W3013128006","https://openalex.org/W3013201418","https://openalex.org/W3013303452","https://openalex.org/W3013713960","https://openalex.org/W3014371581","https://openalex.org/W3017275226","https://openalex.org/W3019546206","https://openalex.org/W3019569977","https://openalex.org/W3019936847","https://openalex.org/W3021557739","https://openalex.org/W3022237627","https://openalex.org/W3023273322","https://openalex.org/W3024077104","https://openalex.org/W3024336100","https://openalex.org/W3024604412","https://openalex.org/W3024896345","https://openalex.org/W3030402745","https://openalex.org/W3031844879","https://openalex.org/W3033069688","https://openalex.org/W3033870971","https://openalex.org/W3034627529","https://openalex.org/W3034751914","https://openalex.org/W3036902625","https://openalex.org/W3037382408","https://openalex.org/W3038790644","https://openalex.org/W3039361064","https://openalex.org/W3040093522","https://openalex.org/W3041793217","https://openalex.org/W3043879924","https://openalex.org/W3044032156","https://openalex.org/W3045220218","https://openalex.org/W3046094031","https://openalex.org/W3046981509","https://openalex.org/W3047031615","https://openalex.org/W3047140762","https://openalex.org/W3048613421","https://openalex.org/W3048620771","https://openalex.org/W3048945047","https://openalex.org/W3073750877","https://openalex.org/W3081268041","https://openalex.org/W3081396054","https://openalex.org/W3083092406","https://openalex.org/W3084973639","https://openalex.org/W3085077673","https://openalex.org/W3085459969","https://openalex.org/W3088948982","https://openalex.org/W3089856226","https://openalex.org/W3090535981","https://openalex.org/W3092340697","https://openalex.org/W3092386209","https://openalex.org/W3092482374","https://openalex.org/W3092863397","https://openalex.org/W3093581242","https://openalex.org/W3093799908","https://openalex.org/W3094045292","https://openalex.org/W3096625689","https://openalex.org/W3098133185","https://openalex.org/W3099749652","https://openalex.org/W3099769178","https://openalex.org/W3099782894","https://openalex.org/W3100033777","https://openalex.org/W3100857292","https://openalex.org/W3100960951","https://openalex.org/W3102278019","https://openalex.org/W3103337010","https://openalex.org/W3103627349","https://openalex.org/W3103898516","https://openalex.org/W3105634384","https://openalex.org/W3106896109","https://openalex.org/W3107056146","https://openalex.org/W3107405098","https://openalex.org/W3108956006","https://openalex.org/W3109356043","https://openalex.org/W3109404669","https://openalex.org/W3111280071","https://openalex.org/W3114540470","https://openalex.org/W3116057754","https://openalex.org/W3116977872","https://openalex.org/W3117793311","https://openalex.org/W3119895098","https://openalex.org/W3120171513","https://openalex.org/W3120322120","https://openalex.org/W3120922158","https://openalex.org/W3120982927","https://openalex.org/W3122098285","https://openalex.org/W3122721099","https://openalex.org/W3122730110","https://openalex.org/W3123459983","https://openalex.org/W3123793828","https://openalex.org/W3124137347","https://openalex.org/W3126928359","https://openalex.org/W3126942433","https://openalex.org/W3127113400","https://openalex.org/W3127452746","https://openalex.org/W3127786530","https://openalex.org/W3127837447","https://openalex.org/W3128093517","https://openalex.org/W3129983205","https://openalex.org/W3130028789","https://openalex.org/W3130151570","https://openalex.org/W3130168507","https://openalex.org/W3130202693","https://openalex.org/W3130838986","https://openalex.org/W3131043200","https://openalex.org/W3131199897","https://openalex.org/W3131649438","https://openalex.org/W3132423443","https://openalex.org/W3132762268","https://openalex.org/W3133434317","https://openalex.org/W3133472358","https://openalex.org/W3133932361","https://openalex.org/W3134004726","https://openalex.org/W3134683277","https://openalex.org/W3135598703","https://openalex.org/W3135923063","https://openalex.org/W3136434144","https://openalex.org/W3137688692","https://openalex.org/W3138872598","https://openalex.org/W3139996145","https://openalex.org/W3149843029","https://openalex.org/W3153092831","https://openalex.org/W3153489022","https://openalex.org/W3157569175","https://openalex.org/W3158739193","https://openalex.org/W3161219067","https://openalex.org/W3161945723","https://openalex.org/W3162751737","https://openalex.org/W3162824579","https://openalex.org/W3163844597","https://openalex.org/W3165669561","https://openalex.org/W3166853559","https://openalex.org/W3167119382","https://openalex.org/W3167969851","https://openalex.org/W3168892396","https://openalex.org/W3170799457","https://openalex.org/W3171666214","https://openalex.org/W3173208018","https://openalex.org/W3173399747","https://openalex.org/W3175309354","https://openalex.org/W3176840102","https://openalex.org/W3176877887","https://openalex.org/W3177008180","https://openalex.org/W3177746515","https://openalex.org/W3179901930","https://openalex.org/W3182089526","https://openalex.org/W3187828410","https://openalex.org/W3188649614","https://openalex.org/W3189532120","https://openalex.org/W3191177701","https://openalex.org/W3191802838","https://openalex.org/W3195483972","https://openalex.org/W3195887132","https://openalex.org/W3196527625","https://openalex.org/W3196663515","https://openalex.org/W3200451316","https://openalex.org/W3204003722","https://openalex.org/W3205427308","https://openalex.org/W3208661897","https://openalex.org/W3209738817","https://openalex.org/W3211897589","https://openalex.org/W3214062942","https://openalex.org/W3214373678","https://openalex.org/W3215139039","https://openalex.org/W3216159376","https://openalex.org/W3216398511","https://openalex.org/W3217301236","https://openalex.org/W3217401178","https://openalex.org/W4200457844","https://openalex.org/W4205272559","https://openalex.org/W4205993435","https://openalex.org/W4206032622","https://openalex.org/W4234228486","https://openalex.org/W4285191077","https://openalex.org/W4289376325","https://openalex.org/W4297779250","https://openalex.org/W6725207838","https://openalex.org/W6748437621","https://openalex.org/W6757957198","https://openalex.org/W6771005487","https://openalex.org/W6773935375","https://openalex.org/W6790478079","https://openalex.org/W6803484381","https://openalex.org/W6803698769"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W2093262417","https://openalex.org/W4229499248","https://openalex.org/W4312626803","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2123131699","https://openalex.org/W2987774938","https://openalex.org/W4256492088"],"abstract_inverted_index":{"Wireless":[0],"local":[1],"area":[2],"networks":[3],"(WLANs)":[4],"empowered":[5],"by":[6],"IEEE":[7],"802.11":[8],"(Wi-Fi)":[9],"hold":[10],"a":[11,92,156],"dominant":[12],"position":[13],"in":[14,103,111,119,148,177],"providing":[15,180],"Internet":[16],"access":[17],"thanks":[18],"to":[19,127,138,159],"their":[20,87],"freedom":[21],"of":[22,31,72,106,185],"deployment":[23],"and":[24,33,45,57,86,109,142,198],"configuration":[25,64,73],"as":[26,28,81],"well":[27],"the":[29,70,82,104,161,178,186],"existence":[30],"affordable":[32],"highly":[34],"interoperable":[35],"devices.":[36],"The":[37,98],"Wi-Fi":[38,43,47,140,163],"community":[39],"is":[40,100,125,167],"currently":[41],"deploying":[42],"6":[44],"developing":[46],"7,":[48],"which":[49],"will":[50],"bring":[51],"higher":[52],"data":[53],"rates,":[54],"better":[55],"multi-user":[56],"multi-AP":[58],"support,":[59],"and,":[60],"most":[61],"importantly,":[62],"improved":[63],"flexibility.":[65],"These":[66],"technical":[67],"innovations,":[68],"including":[69],"plethora":[71],"parameters,":[74],"are":[75,144],"making":[76],"next-generation":[77],"WLANs":[78],"exceedingly":[79],"complex":[80],"dependencies":[83],"between":[84],"parameters":[85],"joint":[88],"optimization":[89,116],"usually":[90],"have":[91],"non-linear":[93],"impact":[94],"on":[95,135,190],"network":[96],"performance.":[97],"complexity":[99],"further":[101],"increased":[102],"case":[105],"dense":[107],"deployments":[108],"coexistence":[110],"shared":[112],"bands.":[113],"While":[114],"classical":[115],"approaches":[117],"fail":[118],"such":[120],"conditions,":[121],"machine":[122],"learning":[123],"(ML)":[124],"able":[126],"handle":[128],"complexity.":[129],"Much":[130],"research":[131,202],"has":[132],"been":[133],"published":[134],"using":[136],"ML":[137,166],"improve":[139],"performance":[141],"solutions":[143],"slowly":[145],"being":[146],"adopted":[147],"existing":[149],"deployments.":[150],"In":[151],"this":[152,170,191],"survey,":[153],"we":[154,172,193],"adopt":[155],"structured":[157],"approach":[158],"describe":[160],"various":[162],"areas":[164],"where":[165],"applied.":[168],"To":[169],"end,":[171],"analyze":[173],"over":[174],"250":[175],"papers":[176],"field,":[179],"readers":[181],"with":[182],"an":[183],"overview":[184],"main":[187],"trends.":[188],"Based":[189],"review,":[192],"identify":[194],"specific":[195],"open":[196],"challenges":[197],"provide":[199],"general":[200],"future":[201],"directions.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":43},{"year":2024,"cited_by_count":51},{"year":2023,"cited_by_count":37},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}