{"id":"https://openalex.org/W4406354867","doi":"https://doi.org/10.1109/ictc62082.2024.10827478","title":"Intelligent Optimization of Hybrid Networks: Decision-Making with Integrated Approaches","display_name":"Intelligent Optimization of Hybrid Networks: Decision-Making with Integrated Approaches","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406354867","doi":"https://doi.org/10.1109/ictc62082.2024.10827478"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10827478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5084089956","display_name":"Jun Ho Huh","orcid":"https://orcid.org/0000-0003-2007-4018"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jun-Hwan Huh","raw_affiliation_strings":["Tokyo University of Science,Department of Electrical Engineering,Tokyo,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Science,Department of Electrical Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I161296585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101045987","display_name":"Maki Arai","orcid":"https://orcid.org/0000-0001-6593-3176"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maki Arai","raw_affiliation_strings":["Tokyo University of Science,Department of Electrical Engineering,Tokyo,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Science,Department of Electrical Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I161296585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056390537","display_name":"Mikio Hasegawa","orcid":"https://orcid.org/0000-0001-5638-8022"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mikio Hasegawa","raw_affiliation_strings":["Tokyo University of Science,Department of Electrical Engineering,Tokyo,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Science,Department of Electrical Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I161296585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161296585"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1838","last_page":"1839"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.608299970626831,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.608299970626831,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.6969740390777588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3242063820362091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6969740390777588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3242063820362091}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10827478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2030137848","https://openalex.org/W2077914302","https://openalex.org/W2123893388","https://openalex.org/W2969878898"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"rapid":[1],"expansion":[2],"of":[3,27,38],"heterogeneous":[4],"networks":[5,67],"necessitates":[6],"sophisticated":[7],"optimization":[8,18,50],"techniques":[9],"to":[10,32,61,88,107,110],"enhance":[11],"the":[12,22,111],"overall":[13],"network":[14,17,35,56,103,116],"performance.":[15],"Traditional":[16],"approaches,":[19],"such":[20],"as":[21],"per-layer":[23],"and":[24,72,90],"narrow":[25],"scope":[26],"cross-layer":[28],"optimization,":[29],"often":[30],"fail":[31],"capture":[33],"global":[34],"dynamics":[36],"because":[37],"their":[39],"limited":[40],"scope.":[41],"In":[42],"this":[43],"study,":[44],"we":[45],"propose":[46],"a":[47,54,58],"comprehensive":[48],"integrated":[49],"framework":[51],"that":[52,97],"utilizes":[53],"neural":[55],"with":[57],"decision-making":[59],"algorithm":[60],"optimize":[62],"gateway":[63],"selection":[64,92],"in":[65,80,84,114,122],"hybrid":[66],"comprising":[68],"local":[69],"5G":[70],"(L5G)":[71],"Wi-Fi.":[73],"Our":[74],"approach":[75],"is":[76],"validated":[77],"through":[78],"simulations":[79],"EXata,":[81],"demonstrating":[82],"improvements":[83],"normalized":[85],"through-put":[86],"compared":[87,109],"random-":[89],"RSSI-based":[91,112],"strategies.":[93],"Quantitative":[94],"results":[95],"show":[96],"our":[98],"proposed":[99],"ML-based":[100],"method":[101,113],"enhances":[102],"performance":[104],"by":[105],"up":[106],"13%":[108],"dense":[115],"scenarios,":[117],"suggesting":[118],"its":[119],"potential":[120],"utility":[121],"next-generation":[123],"networks.":[124]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}