{"id":"https://openalex.org/W4417201617","doi":"https://doi.org/10.1109/access.2025.3642558","title":"Simulation-Driven Link-K Data Generation Framework to Optimize Resource Allocation","display_name":"Simulation-Driven Link-K Data Generation Framework to Optimize Resource Allocation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4417201617","doi":"https://doi.org/10.1109/access.2025.3642558"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3642558","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3642558","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.2025.3642558","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039300031","display_name":"Sungbeen Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I28615091","display_name":"Kyonggi University","ror":"https://ror.org/032xf8h46","country_code":"KR","type":"education","lineage":["https://openalex.org/I28615091"]},{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungbeen Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea","Department of Software Safety and Security, Kyonggi University, Suwon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-5960-5499","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]},{"raw_affiliation_string":"Department of Software Safety and Security, Kyonggi University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I28615091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107125642","display_name":"Ga San Jhun","orcid":null},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ga San Jhun","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0005-8103-6025","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118597424","display_name":"Hyun Jun Yook","orcid":"https://orcid.org/0009-0000-6860-0123"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Jun Yook","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0000-6860-0123","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Su Yeon Kim","orcid":"https://orcid.org/0009-0002-1330-2481"},"institutions":[{"id":"https://openalex.org/I28615091","display_name":"Kyonggi University","ror":"https://ror.org/032xf8h46","country_code":"KR","type":"education","lineage":["https://openalex.org/I28615091"]},{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Su Yeon Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea","Department of Software Safety and Security, Kyonggi University, Suwon, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0002-1330-2481","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]},{"raw_affiliation_string":"Department of Software Safety and Security, Kyonggi University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I28615091"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Daeyoung Song","orcid":"https://orcid.org/0009-0005-3033-5471"},"institutions":[{"id":"https://openalex.org/I2801036362","display_name":"Agency for Defense Development","ror":"https://ror.org/05fhe0r85","country_code":"KR","type":"government","lineage":["https://openalex.org/I1327899338","https://openalex.org/I1344042128","https://openalex.org/I2801036362","https://openalex.org/I2801339556"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daeyoung Song","raw_affiliation_strings":["Agency for Defense Development, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0005-3033-5471","affiliations":[{"raw_affiliation_string":"Agency for Defense Development, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2801036362"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jae-Won Kim","orcid":"https://orcid.org/0009-0008-8483-4147"},"institutions":[{"id":"https://openalex.org/I2801036362","display_name":"Agency for Defense Development","ror":"https://ror.org/05fhe0r85","country_code":"KR","type":"government","lineage":["https://openalex.org/I1327899338","https://openalex.org/I1344042128","https://openalex.org/I2801036362","https://openalex.org/I2801339556"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Won Kim","raw_affiliation_strings":["Agency for Defense Development, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0008-8483-4147","affiliations":[{"raw_affiliation_string":"Agency for Defense Development, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2801036362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100686003","display_name":"Dohoon Kim","orcid":"https://orcid.org/0000-0001-6370-9744"},"institutions":[{"id":"https://openalex.org/I28615091","display_name":"Kyonggi University","ror":"https://ror.org/032xf8h46","country_code":"KR","type":"education","lineage":["https://openalex.org/I28615091"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dohoon Kim","raw_affiliation_strings":["Department of Computer Science, Kyonggi University, Suwon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6370-9744","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kyonggi University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I28615091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083293918","display_name":"Youn Kyu Lee","orcid":"https://orcid.org/0000-0002-4569-2640"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youn Kyu Lee","raw_affiliation_strings":["Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-4569-2640","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43001491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"211215","last_page":"211234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14270","display_name":"Simulation and Modeling Applications","score":0.29420000314712524,"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/T14270","display_name":"Simulation and Modeling Applications","score":0.29420000314712524,"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"}},{"id":"https://openalex.org/T12888","display_name":"Military Strategy and Technology","score":0.17659999430179596,"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"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.08820000290870667,"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/resource-allocation","display_name":"Resource allocation","score":0.7069000005722046},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.46709999442100525},{"id":"https://openalex.org/keywords/time-division-multiple-access","display_name":"Time division multiple access","score":0.4551999866962433},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4284999966621399},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42340001463890076},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4074999988079071},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.3856000006198883},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.376800000667572}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8507000207901001},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7069000005722046},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.46709999442100525},{"id":"https://openalex.org/C117313154","wikidata":"https://www.wikidata.org/wiki/Q878344","display_name":"Time division multiple access","level":2,"score":0.4551999866962433},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4284999966621399},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42340001463890076},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4074999988079071},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3856000006198883},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3652999997138977},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35019999742507935},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.34380000829696655},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30329999327659607},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C15845906","wikidata":"https://www.wikidata.org/wiki/Q1172338","display_name":"Data exchange","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26510000228881836},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2587999999523163},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.2581999897956848},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.25609999895095825},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3642558","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3642558","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:doaj.org/article:95d5f86cc0c245e0983feef58ae908dd","is_oa":true,"landing_page_url":"https://doaj.org/article/95d5f86cc0c245e0983feef58ae908dd","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 211215-211234 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3642558","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3642558","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":[],"funders":[{"id":"https://openalex.org/F4320323103","display_name":"Agency for Defense Development","ror":"https://ror.org/05fhe0r85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,130,187],"ability":[1],"to":[2,102,118,144,176],"autonomously":[3],"learn":[4],"patterns":[5],"from":[6,41],"datasets":[7],"has":[8],"made":[9],"artificial":[10],"intelligence":[11],"(AI)":[12],"models":[13,97,179],"increasingly":[14],"attractive":[15],"for":[16,135,159,193,216],"use":[17],"in":[18,22,63],"optimizing":[19],"timeslot":[20,60,85,123,140,185,203],"allocation":[21,62,124,141,204],"Link-K":[23,76,111,139],"time-division":[24,77],"multiple":[25,78],"access":[26,79],"(TDMA)":[27],"networks.":[28],"Despite":[29],"their":[30],"potential,":[31],"they":[32],"require":[33],"large-scale":[34],"training":[35],"datasets,":[36],"and":[37,156,170,200,212],"acquiring":[38],"such":[39],"data":[40,43,101,113,121],"tactical":[42,218],"link":[44],"TDMA":[45],"systems":[46],"is":[47],"challenging":[48],"because":[49],"of":[50,59,181],"security":[51],"constraints.":[52],"This":[53],"study":[54,94],"focuses":[55],"on":[56,74,89,99],"the":[57,64,110,138,183],"optimization":[58],"resource":[61,105],"Korean":[65],"Joint":[66],"Tactical":[67],"Data":[68],"Link":[69],"System":[70],"(JTDLS),":[71],"which":[72],"operates":[73],"a":[75],"network.":[80],"Currently,":[81],"network":[82,195],"operators":[83],"allocate":[84],"resources":[86],"mainly":[87],"based":[88],"empirical":[90],"experience.":[91],"However,":[92],"this":[93],"employs":[95],"AI":[96,178],"trained":[98],"simulation":[100,108,112,120],"enable":[103],"predictive":[104],"allocation.":[106,186],"A":[107],"environment,":[109],"generator":[114],"(LK-SDG),":[115],"was":[116,133],"developed":[117],"generate":[119],"representing":[122],"outcomes":[125],"across":[126],"various":[127],"operational":[128,165],"scenarios.":[129],"generated":[131],"dataset":[132],"validated":[134],"consistency":[136],"using":[137],"formula":[142],"(LK-TAF)":[143],"ensure":[145],"its":[146],"reliability":[147],"while":[148],"requiring":[149],"continuous":[150],"enhancement":[151],"through":[152],"feature":[153],"vector":[154],"incorporation":[155],"weight":[157],"adjustment":[158],"complementary":[160],"improvement.":[161],"Feature":[162],"vectors":[163],"comprising":[164],"scenario":[166],"parameters,":[167],"node":[168],"characteristics,":[169],"message":[171],"transmission":[172,214],"patterns,":[173],"were":[174],"utilized":[175],"train":[177],"capable":[180],"predicting":[182],"per-node":[184],"proposed":[188],"approach":[189],"provides":[190],"proactive":[191],"support":[192],"JTDLS":[194],"administration":[196],"by":[197],"enabling":[198],"faster":[199],"more":[201],"adaptive":[202],"compared":[205],"with":[206],"experience-based":[207],"allocation,":[208],"thereby":[209],"minimizing":[210],"overallocation":[211],"reducing":[213],"delays":[215],"mission-critical":[217],"messages.":[219]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-12-10T00:00:00"}