{"id":"https://openalex.org/W4309969849","doi":"https://doi.org/10.1109/ictc55196.2022.9952897","title":"Deep Reinforcement Learning Approach for Fairness-aware Scheduling in Wireless Networks","display_name":"Deep Reinforcement Learning Approach for Fairness-aware Scheduling in Wireless Networks","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309969849","doi":"https://doi.org/10.1109/ictc55196.2022.9952897"},"language":"en","primary_location":{"id":"doi:10.1109/ictc55196.2022.9952897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952897","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"article","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/A5100332534","display_name":"Minseok Kim","orcid":"https://orcid.org/0000-0003-4239-6245"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Minseok Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea University,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102002445","display_name":"Sangwon Hwang","orcid":"https://orcid.org/0000-0002-1751-701X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangwon Hwang","raw_affiliation_strings":["School of Electrical Engineering, Korea University,Seoul,Korea","Central Technology Appraisal Institute, Korea Technology Finance Corporation, Seoul, South Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Central Technology Appraisal Institute, Korea Technology Finance Corporation, Seoul, South Korea","institution_ids":[]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100697614","display_name":"Inkyu Lee","orcid":"https://orcid.org/0000-0003-3701-4433"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Inkyu Lee","raw_affiliation_strings":["School of Electrical Engineering, Korea University,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100332534"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.6445,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59695431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1229","last_page":"1232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9990000128746033,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9922000169754028,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8653185963630676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8346959352493286},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.71065753698349},{"id":"https://openalex.org/keywords/maximum-throughput-scheduling","display_name":"Maximum throughput scheduling","score":0.6753017902374268},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6416282653808594},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6263371109962463},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5505337119102478},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5218347907066345},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46802884340286255},{"id":"https://openalex.org/keywords/fairness-measure","display_name":"Fairness measure","score":0.4654814600944519},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.3427410125732422},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.3152085542678833},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28765565156936646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28089138865470886},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.1779363751411438},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07002097368240356}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8653185963630676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8346959352493286},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.71065753698349},{"id":"https://openalex.org/C29722447","wikidata":"https://www.wikidata.org/wiki/Q17097321","display_name":"Maximum throughput scheduling","level":5,"score":0.6753017902374268},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6416282653808594},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6263371109962463},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5505337119102478},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5218347907066345},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46802884340286255},{"id":"https://openalex.org/C11867375","wikidata":"https://www.wikidata.org/wiki/Q5430671","display_name":"Fairness measure","level":4,"score":0.4654814600944519},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.3427410125732422},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.3152085542678833},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28765565156936646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28089138865470886},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.1779363751411438},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07002097368240356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc55196.2022.9952897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952897","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2106749358","https://openalex.org/W2134845634","https://openalex.org/W2145339207","https://openalex.org/W2170354096","https://openalex.org/W2201581102","https://openalex.org/W2746553466","https://openalex.org/W2805072236","https://openalex.org/W3091934141","https://openalex.org/W3097994999","https://openalex.org/W3100789280","https://openalex.org/W3202428175","https://openalex.org/W4250589301","https://openalex.org/W4289535751","https://openalex.org/W4312985348","https://openalex.org/W6687681856"],"related_works":["https://openalex.org/W2361713743","https://openalex.org/W2136681811","https://openalex.org/W1999684000","https://openalex.org/W2563121256","https://openalex.org/W2057526413","https://openalex.org/W3006570067","https://openalex.org/W2138888940","https://openalex.org/W2374431462","https://openalex.org/W1521255234","https://openalex.org/W2134426757"],"abstract_inverted_index":{"This":[0],"paper":[1,60],"studies":[2,17],"a":[3,26,62],"scheduling":[4,20],"problem":[5],"in":[6],"wireless":[7,54],"network":[8],"systems":[9],"which":[10,68],"have":[11,22],"combinatorial":[12],"and":[13,32,47,76,87],"time-varying":[14],"properties.":[15],"Although":[16],"on":[18,53],"efficient":[19],"algorithms":[21],"been":[23],"widely":[24],"investigated,":[25],"huge":[27],"trade-off":[28],"between":[29],"the":[30,84,92,95],"performance":[31],"complexity":[33],"still":[34],"exists.":[35],"Furthermore,":[36],"it":[37],"is":[38],"becoming":[39],"necessary":[40],"to":[41,83],"consider":[42],"quality":[43],"of":[44,94],"service":[45],"(QoS)":[46],"fairness":[48,77],"constraints":[49],"as":[50],"growing":[51],"demands":[52],"networks.":[55],"To":[56],"this":[57,59],"end,":[58],"propose":[61],"deep":[63],"reinforcement":[64],"learning":[65],"(DRL)":[66],"approach":[67],"can":[69],"maximize":[70],"system":[71],"throughput":[72],"while":[73],"considering":[74],"QoS":[75],"by":[78],"designing":[79],"DRL":[80],"structure":[81],"according":[82],"objective":[85],"function":[86],"constraints.":[88],"Numerical":[89],"results":[90],"demonstrate":[91],"effectiveness":[93],"proposed":[96],"approach.":[97]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}