{"id":"https://openalex.org/W4407574728","doi":"https://doi.org/10.1109/ojcoms.2025.3542077","title":"Pushing the Boundaries of Urban Wireless Networks: A Semantic-Aware Intelligent Network System (SA-INS) for Data-Centric Adaptive Spectrum Management","display_name":"Pushing the Boundaries of Urban Wireless Networks: A Semantic-Aware Intelligent Network System (SA-INS) for Data-Centric Adaptive Spectrum Management","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407574728","doi":"https://doi.org/10.1109/ojcoms.2025.3542077"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2025.3542077","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3542077","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Open Journal of the Communications Society","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/ojcoms.2025.3542077","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034463203","display_name":"Azharul Islam","orcid":"https://orcid.org/0000-0002-4715-7369"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Azharul Islam","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Inha University, Incheon, South Korea","Department of Electrical and Computer Engineering, Inha University, Incheon, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon, Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022820503","display_name":"KyungHi Chang","orcid":"https://orcid.org/0000-0002-2565-5391"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyunghi Chang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Inha University, Incheon, South Korea","Department of Electrical and Computer Engineering, Inha University, Incheon, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon, Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034463203"],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02765033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"1446","last_page":"1469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.7163000106811523,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.7163000106811523,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.6836000084877014,"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/T12203","display_name":"Mobile Agent-Based Network Management","score":0.6771000027656555,"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":0.6197803020477295},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5345688462257385},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4967110753059387},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44926995038986206},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.34081122279167175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6197803020477295},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5345688462257385},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4967110753059387},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44926995038986206},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.34081122279167175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcoms.2025.3542077","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3542077","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:feff6fee16774af4b653d9174efecbd5","is_oa":true,"landing_page_url":"https://doaj.org/article/feff6fee16774af4b653d9174efecbd5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, Vol 6, Pp 1446-1469 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2025.3542077","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3542077","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321370","display_name":"Inha University","ror":"https://ror.org/01easw929"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W68743078","https://openalex.org/W100063776","https://openalex.org/W1922937245","https://openalex.org/W1980709149","https://openalex.org/W1994616650","https://openalex.org/W2027563534","https://openalex.org/W2106247775","https://openalex.org/W2107213189","https://openalex.org/W2126105956","https://openalex.org/W2128145324","https://openalex.org/W2138423876","https://openalex.org/W2144369278","https://openalex.org/W2153620960","https://openalex.org/W2294268805","https://openalex.org/W2320115123","https://openalex.org/W2343448572","https://openalex.org/W2503767815","https://openalex.org/W2530353017","https://openalex.org/W2739778833","https://openalex.org/W2743755590","https://openalex.org/W2769456309","https://openalex.org/W2862352592","https://openalex.org/W2898160352","https://openalex.org/W2944459146","https://openalex.org/W2950863887","https://openalex.org/W2963349810","https://openalex.org/W3016325548","https://openalex.org/W3041971333","https://openalex.org/W3057407668","https://openalex.org/W3135725526","https://openalex.org/W3145700339","https://openalex.org/W3195457333","https://openalex.org/W3202895480","https://openalex.org/W4205257388","https://openalex.org/W4205646130","https://openalex.org/W4312253613","https://openalex.org/W4312371054","https://openalex.org/W4313387436","https://openalex.org/W4391305688","https://openalex.org/W4400811084","https://openalex.org/W4404035584","https://openalex.org/W4404057477","https://openalex.org/W6609903729","https://openalex.org/W6728618978","https://openalex.org/W6810966997"],"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":{"Urban":[0],"wireless":[1],"networks":[2,100,129],"are":[3,101],"increasingly":[4],"challenged":[5],"by":[6],"the":[7,26,46,69,147,175,191,194],"surge":[8],"in":[9,90,200],"connected":[10,92],"devices":[11],"and":[12,19,82,98,111,173,185,204],"data-intensive":[13],"applications,":[14],"which":[15],"exacerbate":[16],"spectrum":[17,88,201],"scarcity":[18],"resource":[20,37,84,120],"allocation":[21,115],"complexities.":[22],"This":[23],"paper":[24],"introduces":[25],"semantic-aware":[27,41,73],"intelligent":[28],"network":[29,122],"system":[30,183],"(SA-INS),":[31],"a":[32,40,64,112],"data-centric":[33],"framework":[34,167],"that":[35],"redefines":[36],"management":[38],"through":[39],"prioritization":[42,59],"approach.":[43],"By":[44],"evaluating":[45],"contextual":[47],"content":[48],"of":[49,72,138,161,177,193],"data,":[50],"SA-INS":[51],"ensures":[52],"optimal":[53],"information":[54],"is":[55,124,154,168],"allocated,":[56],"surpassing":[57],"conventional":[58],"methods.":[60],"Additionally,":[61],"it":[62],"employs":[63],"Q-learning-based":[65],"algorithm":[66,151],"tailored":[67,130],"to":[68,126,157,170,210],"unique":[70],"requirements":[71],"communication":[74],"systems.":[75],"These":[76],"enhancements":[77],"address":[78],"scalability,":[79],"multi-objective":[80,143],"optimization,":[81],"efficient":[83,136],"allocation.":[85],"To":[86,117],"improve":[87],"efficiency":[89],"densely":[91],"environments,":[93],"advanced":[94],"techniques":[95],"from":[96],"5G":[97],"6G":[99],"integrated,":[102],"including":[103],"in-band":[104],"full-duplex":[105],"(IBFD),":[106],"non-orthogonal":[107],"multiple":[108],"access":[109],"(NOMA),":[110],"water-filling":[113],"power":[114],"algorithm.":[116],"further":[118],"refine":[119],"distribution,":[121],"slicing":[123],"implemented":[125],"create":[127],"virtual":[128],"for":[131],"specific":[132],"data":[133],"types,":[134],"ensuring":[135],"quality":[137],"service":[139],"(QoS)":[140],"provisioning.":[141],"A":[142,164],"optimization":[144,160],"framework,":[145],"using":[146],"non-dominated":[148],"sorting":[149],"genetic":[150],"II":[152],"(NSGA-II),":[153],"also":[155],"incorporated":[156],"achieve":[158],"balanced":[159],"conflicting":[162],"objectives.":[163],"comprehensive":[165],"mathematical":[166],"developed":[169],"rigorously":[171],"model":[172],"analyze":[174],"performance":[176],"SA-INS,":[178],"providing":[179],"deeper":[180],"insights":[181],"into":[182],"dynamics":[184],"trade-offs.":[186],"Finally,":[187],"simulation":[188],"results":[189],"validate":[190],"effectiveness":[192],"proposed":[195],"system,":[196],"demonstrating":[197],"significant":[198],"improvements":[199],"efficiency,":[202],"latency,":[203],"packet":[205],"loss":[206],"rates":[207],"(PLR)":[208],"compared":[209],"benchmarks.":[211]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}