{"id":"https://openalex.org/W3211357866","doi":"https://doi.org/10.1109/wocc53213.2021.9603111","title":"Radio Resource Allocation for 5G Networks Using Deep Reinforcement Learning","display_name":"Radio Resource Allocation for 5G Networks Using Deep Reinforcement Learning","publication_year":2021,"publication_date":"2021-10-07","ids":{"openalex":"https://openalex.org/W3211357866","doi":"https://doi.org/10.1109/wocc53213.2021.9603111","mag":"3211357866"},"language":"en","primary_location":{"id":"doi:10.1109/wocc53213.2021.9603111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wocc53213.2021.9603111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 30th Wireless and Optical Communications Conference (WOCC)","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/A5004093849","display_name":"Yirga Yayeh Munaye","orcid":"https://orcid.org/0000-0001-6057-9622"},"institutions":[{"id":"https://openalex.org/I57092466","display_name":"Bahir Dar University","ror":"https://ror.org/01670bg46","country_code":"ET","type":"education","lineage":["https://openalex.org/I57092466"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Yirga Yayeh Munaye","raw_affiliation_strings":["Faculty of Computing, Bahir Dar Institute of Technology, Bahir Dar University, Bahir Dar, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Bahir Dar Institute of Technology, Bahir Dar University, Bahir Dar, Ethiopia","institution_ids":["https://openalex.org/I57092466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081278677","display_name":"Rong\u2010Terng Juang","orcid":"https://orcid.org/0000-0002-9965-2396"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Rong-Terng Juang","raw_affiliation_strings":["Department of Electronic Engineering, Feng Chia University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Feng Chia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085911437","display_name":"Hsin\u2010Piao Lin","orcid":"https://orcid.org/0000-0003-4575-516X"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Piao Lin","raw_affiliation_strings":["Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031808873","display_name":"Getaneh Berie Tarekegn","orcid":"https://orcid.org/0000-0002-5501-9871"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Getaneh Berie Tarekegn","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028155866","display_name":"Ding\u2010Bing Lin","orcid":"https://orcid.org/0000-0003-1980-0609"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ding-Bing Lin","raw_affiliation_strings":["Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108695988","display_name":"Shiann\u2010Shiun Jeng","orcid":null},"institutions":[{"id":"https://openalex.org/I33096239","display_name":"National Dong Hwa University","ror":"https://ror.org/00mng9617","country_code":"TW","type":"education","lineage":["https://openalex.org/I33096239"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shiann-Shiun Jeng","raw_affiliation_strings":["Department of Electrical Engineering, National Dong Hwa University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Dong Hwa University","institution_ids":["https://openalex.org/I33096239"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004093849"],"corresponding_institution_ids":["https://openalex.org/I57092466"],"apc_list":null,"apc_paid":null,"fwci":0.9169,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76665196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"66","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9976000189781189,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9976000189781189,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9973000288009644,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9922999739646912,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8664029836654663},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8329429030418396},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6112920045852661},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5886009335517883},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5740221738815308},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5626764297485352},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5371452569961548},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5208052396774292},{"id":"https://openalex.org/keywords/shared-resource","display_name":"Shared resource","score":0.501819372177124},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.48009803891181946},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.4509645104408264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19863209128379822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8664029836654663},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8329429030418396},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6112920045852661},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5886009335517883},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5740221738815308},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5626764297485352},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5371452569961548},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5208052396774292},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.501819372177124},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.48009803891181946},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.4509645104408264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19863209128379822},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wocc53213.2021.9603111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wocc53213.2021.9603111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 30th Wireless and Optical Communications Conference (WOCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2754062090","https://openalex.org/W2811412178","https://openalex.org/W2917605465","https://openalex.org/W2940054044","https://openalex.org/W2948063298","https://openalex.org/W2958098580","https://openalex.org/W2963079995","https://openalex.org/W2963620705","https://openalex.org/W2963721752","https://openalex.org/W2968782695","https://openalex.org/W2973330276","https://openalex.org/W2983476569","https://openalex.org/W2998126944","https://openalex.org/W3088743736","https://openalex.org/W3122700920","https://openalex.org/W3131629773","https://openalex.org/W3134699139","https://openalex.org/W6790573990"],"related_works":["https://openalex.org/W2029232111","https://openalex.org/W2159422359","https://openalex.org/W2026676591","https://openalex.org/W2335680976","https://openalex.org/W2294196761","https://openalex.org/W2141929741","https://openalex.org/W2252345849","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750"],"abstract_inverted_index":{"The":[0,39],"emerging":[1],"5G":[2],"mobile":[3],"network":[4,36,47,99],"technology":[5],"is":[6,43,71,81],"intended":[7],"to":[8,57,83,101],"deliver":[9],"an":[10],"effective":[11],"platform":[12],"for":[13,32,87,111],"the":[14,23,27,30,33,59,85,102],"communication":[15],"of":[16,29,41,109],"devices":[17],"within":[18],"users.":[19],"In":[20],"this":[21,91],"study,":[22],"proposed":[24],"method":[25,70],"enables":[26],"improvement":[28],"connectivity":[31],"IoT":[34],"with":[35],"slicing":[37],"concepts.":[38],"allocation":[40,62],"resources":[42],"based":[44],"on":[45],"individual":[46],"slices":[48,100],"specified":[49],"as":[50,97],"audio,":[51],"texting,":[52],"video,":[53],"and":[54,107],"browsing.":[55],"Then,":[56],"maximize":[58],"average":[60],"resource":[61,75,105,113],"performance,":[63],"a":[64],"deep":[65],"reinforcement":[66],"learning":[67],"(DRL)":[68],"optimization":[69],"proposed.":[72],"For":[73],"user":[74],"request":[76],"queue":[77],"round-robin":[78],"scheduling":[79],"algorithm":[80],"applied":[82],"control":[84],"traffic":[86],"sharing":[88],"resources.":[89],"Finally,":[90],"work":[92],"addresses":[93],"two":[94],"leading":[95],"issues":[96],"allocating":[98],"users,":[103],"balancing":[104],"blocks,":[106],"quality":[108],"service":[110],"fair":[112],"allocation.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
