{"id":"https://openalex.org/W4413211763","doi":"https://doi.org/10.1109/access.2025.3597400","title":"Toward Specialized Wireless Networks Using an ML-Driven Radio Interface","display_name":"Toward Specialized Wireless Networks Using an ML-Driven Radio Interface","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413211763","doi":"https://doi.org/10.1109/access.2025.3597400"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3597400","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3597400","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3597400","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119305496","display_name":"Kamil Szczech","orcid":null},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"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":"Kamil Szczech","raw_affiliation_strings":["Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","AGH University of Krakow, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091517300","display_name":"Maksymilian Wojnar","orcid":"https://orcid.org/0000-0003-4510-5976"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"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":"Maksymilian Wojnar","raw_affiliation_strings":["Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","AGH University of Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-4510-5976","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I126596746","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/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"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":["Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","AGH University of Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7609-9420","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047003405","display_name":"Krzysztof Rusek","orcid":"https://orcid.org/0000-0003-4336-7841"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"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":"Krzysztof Rusek","raw_affiliation_strings":["Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","AGH University of Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-4336-7841","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023053545","display_name":"Szymon Szott","orcid":"https://orcid.org/0000-0001-5884-5581"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"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":"Szymon Szott","raw_affiliation_strings":["Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","AGH University of Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5884-5581","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Electronics and Telecommunications, AGH University of Krakow, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063766258","display_name":"Dileepa Marasinghe","orcid":"https://orcid.org/0000-0002-8554-807X"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Dileepa Marasinghe","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland","University of Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-8554-807X","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009064777","display_name":"Nandana Rajatheva","orcid":"https://orcid.org/0000-0002-7029-5583"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Nandana Rajatheva","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland","University of Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-7029-5583","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022336927","display_name":"Richard Combes","orcid":"https://orcid.org/0000-0003-3954-7241"},"institutions":[{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Richard Combes","raw_affiliation_strings":["Laboratory of Signals and Systems, CentraleSup&#x00E9;lec, Gif-sur-Yvette, France","CentraleSup&#x00E9;lec, France"],"raw_orcid":"https://orcid.org/0000-0003-3954-7241","affiliations":[{"raw_affiliation_string":"Laboratory of Signals and Systems, CentraleSup&#x00E9;lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"raw_affiliation_string":"CentraleSup&#x00E9;lec, France","institution_ids":["https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087624896","display_name":"Francesc Wilhelmi","orcid":"https://orcid.org/0000-0003-3936-535X"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesc Wilhelmi","raw_affiliation_strings":["Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3936-535X","affiliations":[{"raw_affiliation_string":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]},{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086943516","display_name":"Anders J\u00f6nsson","orcid":"https://orcid.org/0000-0002-5756-7847"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Anders Jonsson","raw_affiliation_strings":["Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-5756-7847","affiliations":[{"raw_affiliation_string":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]},{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089762387","display_name":"Boris Bellalta","orcid":"https://orcid.org/0000-0002-7826-3703"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Boris Bellalta","raw_affiliation_strings":["Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7826-3703","affiliations":[{"raw_affiliation_string":"Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]},{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0667,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7767184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"141814","last_page":"141831"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.953000009059906,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.953000009059906,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11932","display_name":"Wireless Body Area Networks","score":0.9301000237464905,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.9264000058174133,"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/computer-science","display_name":"Computer science","score":0.7007802128791809},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6125421524047852},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5065656900405884},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.5059170126914978},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4923163652420044},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4538669288158417},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2994045615196228},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12219598889350891}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007802128791809},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6125421524047852},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5065656900405884},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.5059170126914978},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4923163652420044},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4538669288158417},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2994045615196228},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12219598889350891},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3597400","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3597400","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05525826v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05525826","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2025, 13, pp.141814-141831. &#x27E8;10.1109/ACCESS.2025.3597400&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:1a034c88bc584d85bbc9dc46a6d6ed65","is_oa":true,"landing_page_url":"https://doaj.org/article/1a034c88bc584d85bbc9dc46a6d6ed65","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 141814-141831 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3597400","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3597400","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1424276322","display_name":null,"funder_award_id":"PCI2023-145958-2","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G1865073495","display_name":null,"funder_award_id":"2023/05/Y/ST7/00004","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"},{"id":"https://openalex.org/G3383841587","display_name":null,"funder_award_id":"PID2021-123995NB-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G3405939731","display_name":null,"funder_award_id":"POIR.04.02.00-00-D008/20-01","funder_id":"https://openalex.org/F4320335039","funder_display_name":"Narodowe Centrum Bada\u0144 i Rozwoju"},{"id":"https://openalex.org/G4322510276","display_name":"MLDR: A Machine Learning-Driven Radio Interface","funder_award_id":"ANR-23-CHR4-0005","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4476584328","display_name":null,"funder_award_id":"CEX2021-001195-M","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5468607861","display_name":null,"funder_award_id":"ANR-23-CHR4-0005","funder_id":"https://openalex.org/F4320338463","funder_display_name":"CHIST-ERA"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335039","display_name":"Narodowe Centrum Bada\u0144 i Rozwoju","ror":"https://ror.org/05pwfyy15"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W2061641373","https://openalex.org/W2090452550","https://openalex.org/W2095602422","https://openalex.org/W2138377291","https://openalex.org/W2562947506","https://openalex.org/W2741230443","https://openalex.org/W2783376106","https://openalex.org/W2792929176","https://openalex.org/W2804613408","https://openalex.org/W2820485130","https://openalex.org/W2913562617","https://openalex.org/W2919485146","https://openalex.org/W2942457450","https://openalex.org/W2963408914","https://openalex.org/W2963507827","https://openalex.org/W2963554715","https://openalex.org/W2999686422","https://openalex.org/W3006318581","https://openalex.org/W3010878474","https://openalex.org/W3011830499","https://openalex.org/W3012413020","https://openalex.org/W3025441730","https://openalex.org/W3033870971","https://openalex.org/W3102088847","https://openalex.org/W3130028789","https://openalex.org/W3133735442","https://openalex.org/W3134683277","https://openalex.org/W3137688692","https://openalex.org/W3166861417","https://openalex.org/W3199070602","https://openalex.org/W3200451316","https://openalex.org/W3201530369","https://openalex.org/W3203789000","https://openalex.org/W3210170824","https://openalex.org/W4206275166","https://openalex.org/W4225359190","https://openalex.org/W4231372369","https://openalex.org/W4283204233","https://openalex.org/W4306763771","https://openalex.org/W4312980540","https://openalex.org/W4317796310","https://openalex.org/W4381735898","https://openalex.org/W4388040707","https://openalex.org/W4391800822","https://openalex.org/W4392309737","https://openalex.org/W4394589571","https://openalex.org/W4400647460","https://openalex.org/W4400810689","https://openalex.org/W4400811257","https://openalex.org/W4400811444","https://openalex.org/W4401507841","https://openalex.org/W4401507902","https://openalex.org/W4402155877","https://openalex.org/W4403635961","https://openalex.org/W4405718029","https://openalex.org/W4406812006","https://openalex.org/W4409221564","https://openalex.org/W6677826109","https://openalex.org/W6684381734","https://openalex.org/W6692447168","https://openalex.org/W6745499037","https://openalex.org/W6748658983","https://openalex.org/W6786057415","https://openalex.org/W6792088392","https://openalex.org/W6857159296","https://openalex.org/W6867532070","https://openalex.org/W6874075079","https://openalex.org/W6874856148"],"related_works":["https://openalex.org/W2559261346","https://openalex.org/W4280609833","https://openalex.org/W2136943174","https://openalex.org/W1973979964","https://openalex.org/W4235820682","https://openalex.org/W185479762","https://openalex.org/W1968709058","https://openalex.org/W2095246866","https://openalex.org/W2107126738","https://openalex.org/W4246064491"],"abstract_inverted_index":{"Future":[0],"wireless":[1,27,65,178],"networks":[2,28,67,181],"will":[3,63,129],"need":[4],"to":[5,31,71,82,114,119,141,155,221],"support":[6],"diverse":[7,246],"applications":[8,54],"(such":[9,14,22],"as":[10,15,23,72],"extended":[11],"reality),":[12],"scenarios":[13,36,62],"fully":[16,130],"automated":[17],"industries),":[18],"and":[19,58,93,108,117,122,152,163,190],"technological":[20],"advances":[21,57,104],"terahertz":[24],"communications).":[25],"Current":[26],"are":[29,101,139],"designed":[30],"perform":[32],"adequately":[33],"across":[34,245],"multiple":[35],"so":[37],"they":[38],"lack":[39],"the":[40,49,83,102,132,199,241],"adaptability":[41,244],"needed":[42],"for":[43,177],"specific":[44],"use":[45,175,201],"cases.":[46],"Therefore,":[47],"meeting":[48],"stringent":[50],"requirements":[51,121],"of":[52,86,99,134],"next-generation":[53],"incorporating":[55],"technology":[56],"operating":[59],"in":[60,105,198],"novel":[61],"necessitate":[64],"specialized":[66],"which":[68,112],"we":[69,160,194],"refer":[70],"SpecNets.":[73],"These":[74],"networks,":[75,185],"equipped":[76],"with":[77],"cognitive":[78],"capabilities,":[79],"dynamically":[80,153,217],"adapt":[81],"unique":[84],"demands":[85],"each":[87],"application,":[88],"e.g.,":[89],"by":[90,148,203],"automatically":[91],"selecting":[92],"configuring":[94],"network":[95],"mechanisms.":[96],"An":[97],"enabler":[98],"SpecNets":[100,128,162],"recent":[103],"artificial":[106],"intelligence":[107],"machine":[109],"learning":[110],"(AI/ML),":[111],"allow":[113],"continuously":[115],"learn":[116],"react":[118],"changing":[120],"scenarios.":[123,247],"By":[124],"integrating":[125],"AI/ML":[126],"functionalities,":[127],"leverage":[131],"concept":[133],"AI/ML-defined":[135],"radios":[136],"(MLDRs)":[137],"that":[138],"able":[140],"autonomously":[142],"establish":[143],"their":[144],"own":[145],"communication":[146],"protocols":[147],"acquiring":[149],"contextual":[150],"information":[151],"adapting":[154],"it.":[156],"In":[157],"this":[158,169],"paper,":[159],"introduce":[161],"explain":[164],"how":[165],"MLDR":[166],"interfaces":[167],"enable":[168],"concept.":[170],"We":[171],"present":[172],"three":[173],"illustrative":[174],"cases":[176],"local":[179],"area":[180],"(WLANs):":[182],"bespoke":[183],"industrial":[184,200],"traffic-aware":[186],"robust":[187],"THz":[188],"links,":[189],"coexisting":[191],"networks.":[192],"Finally,":[193],"showcase":[195],"SpecNets\u2019":[196],"benefits":[197],"case":[202],"introducing":[204],"a":[205],"lightweight,":[206],"fast-converging":[207],"ML":[208],"agent":[209,216],"based":[210],"on":[211],"multi-armed":[212],"bandits":[213],"(MABs).":[214],"This":[215],"optimizes":[218],"channel":[219],"access":[220],"meet":[222],"varying":[223],"performance":[224],"needs:":[225],"high":[226],"throughput,":[227],"low":[228],"delay,":[229],"or":[230],"fair":[231],"access.":[232],"Results":[233],"demonstrate":[234],"significant":[235],"gains":[236],"over":[237],"IEEE":[238],"802.11,":[239],"highlighting":[240],"system\u2019s":[242],"autonomous":[243]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-08-17T00:00:00"}
