{"id":"https://openalex.org/W7117982248","doi":"https://doi.org/10.3389/frcmn.2025.1757608","title":"Editorial: Machine learning-based spectrum occupancy prediction and resource allocation/management for wireless communication systems","display_name":"Editorial: Machine learning-based spectrum occupancy prediction and resource allocation/management for wireless communication systems","publication_year":2026,"publication_date":"2026-01-02","ids":{"openalex":"https://openalex.org/W7117982248","doi":"https://doi.org/10.3389/frcmn.2025.1757608"},"language":"en","primary_location":{"id":"doi:10.3389/frcmn.2025.1757608","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frcmn.2025.1757608","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/communications-and-networks/articles/10.3389/frcmn.2025.1757608/pdf","source":{"id":"https://openalex.org/S4210213607","display_name":"Frontiers in Communications and Networks","issn_l":"2673-530X","issn":["2673-530X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Communications and Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/communications-and-networks/articles/10.3389/frcmn.2025.1757608/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025165774","display_name":"Mehmet Ali Ayg\u00fcl","orcid":"https://orcid.org/0000-0002-1797-8238"},"institutions":[{"id":"https://openalex.org/I4210103784","display_name":"Small and Medium Enterprises Development Organization","ror":"https://ror.org/025rbqk82","country_code":"TR","type":"government","lineage":["https://openalex.org/I4210103784"]},{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mehmet Ali Ayg\u00fcl","raw_affiliation_strings":["Department of Electronics and Communications Engineering, Istanbul Technical University, Istanbul, T\u00fcrkiye","Department of Research and Development, Vestel, Manisa, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communications Engineering, Istanbul Technical University, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Department of Research and Development, Vestel, Manisa, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210103784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121757894","display_name":"H. Birkan Yilmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"H. Birkan Yilmaz","raw_affiliation_strings":["Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bo\u011fazi\u00e7i University, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004267367","display_name":"Hasan F. Ate\u015f","orcid":"https://orcid.org/0000-0002-6842-1528"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hasan Fehmi Ate\u015f","raw_affiliation_strings":["Department of Artificial Intelligence and Data Engineering, \u00d6zye\u011fin University, Istanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Engineering, \u00d6zye\u011fin University, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I44925452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049480407","display_name":"S Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I155837530","display_name":"National Institute of Technology Durgapur","ror":"https://ror.org/04ds0jm32","country_code":"IN","type":"education","lineage":["https://openalex.org/I155837530"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Dhar Roy","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India","institution_ids":["https://openalex.org/I155837530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025165774"],"corresponding_institution_ids":["https://openalex.org/I4210103784","https://openalex.org/I48912391"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01343682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.1445000022649765,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.1445000022649765,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.08100000023841858,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.04809999838471413,"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/wireless","display_name":"Wireless","score":0.5688999891281128},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44339999556541443},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3612000048160553},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.3504999876022339},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.3151000142097473},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.29600000381469727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6438999772071838},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5688999891281128},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44339999556541443},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4228000044822693},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3790000081062317},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3612000048160553},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.3504999876022339},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.29600000381469727},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.2705000042915344},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.257999986410141},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.2574000060558319},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.25380000472068787}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3389/frcmn.2025.1757608","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frcmn.2025.1757608","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/communications-and-networks/articles/10.3389/frcmn.2025.1757608/pdf","source":{"id":"https://openalex.org/S4210213607","display_name":"Frontiers in Communications and Networks","issn_l":"2673-530X","issn":["2673-530X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Communications and Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2d8620ac31e143b38dab875c4818e423","is_oa":true,"landing_page_url":"https://doaj.org/article/2d8620ac31e143b38dab875c4818e423","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":"Frontiers in Communications and Networks, Vol 6 (2026)","raw_type":"article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/75062","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/75062","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Article"}],"best_oa_location":{"id":"doi:10.3389/frcmn.2025.1757608","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frcmn.2025.1757608","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/communications-and-networks/articles/10.3389/frcmn.2025.1757608/pdf","source":{"id":"https://openalex.org/S4210213607","display_name":"Frontiers in Communications and Networks","issn_l":"2673-530X","issn":["2673-530X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Communications and Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W7117982248.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"https://doi.org/10.3389/frcmn.2025.1757608":[0]},"counts_by_year":[],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2026-01-02T00:00:00"}
