{"id":"https://openalex.org/W3128915313","doi":"https://doi.org/10.1109/icoin50884.2021.9333953","title":"Resource Allocation Scheme Based on Deep Reinforcement Learning for Device-to-Device Communications","display_name":"Resource Allocation Scheme Based on Deep Reinforcement Learning for Device-to-Device Communications","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3128915313","doi":"https://doi.org/10.1109/icoin50884.2021.9333953","mag":"3128915313"},"language":"en","primary_location":{"id":"doi:10.1109/icoin50884.2021.9333953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","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/A5078444279","display_name":"Seoyoung Yu","orcid":"https://orcid.org/0000-0003-1225-5767"},"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":true,"raw_author_name":"Seoyoung Yu","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076515990","display_name":"Yun Jae Jeong","orcid":"https://orcid.org/0009-0000-4100-6319"},"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":"Yun Jae Jeong","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100664820","display_name":"Jeong Woo Lee","orcid":"https://orcid.org/0000-0002-6117-7489"},"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":"Jeong Woo Lee","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078444279"],"corresponding_institution_ids":["https://openalex.org/I67900169"],"apc_list":null,"apc_paid":null,"fwci":1.4038,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.80620433,"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":"712","last_page":"714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9962000250816345,"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":0.9955000281333923,"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":0.8685192465782166},{"id":"https://openalex.org/keywords/underlay","display_name":"Underlay","score":0.8406853675842285},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.7813560366630554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7770240306854248},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6692860722541809},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.6082414388656616},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5523576736450195},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5387194752693176},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49329274892807007},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4795103371143341},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46445393562316895},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4200075566768646},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.41896969079971313},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.22683832049369812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19250079989433289},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16865038871765137},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.11426287889480591},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.08396214246749878}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8685192465782166},{"id":"https://openalex.org/C2777679929","wikidata":"https://www.wikidata.org/wiki/Q7883709","display_name":"Underlay","level":3,"score":0.8406853675842285},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7813560366630554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7770240306854248},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6692860722541809},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.6082414388656616},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5523576736450195},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5387194752693176},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49329274892807007},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4795103371143341},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46445393562316895},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4200075566768646},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.41896969079971313},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.22683832049369812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19250079989433289},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16865038871765137},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.11426287889480591},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.08396214246749878},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin50884.2021.9333953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","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":7,"referenced_works":["https://openalex.org/W1497356564","https://openalex.org/W1922696133","https://openalex.org/W2140656373","https://openalex.org/W2145339207","https://openalex.org/W2621386335","https://openalex.org/W2773937709","https://openalex.org/W3102806519"],"related_works":["https://openalex.org/W3127807175","https://openalex.org/W2885238370","https://openalex.org/W4229859351","https://openalex.org/W2601879519","https://openalex.org/W2891332648","https://openalex.org/W2989790135","https://openalex.org/W4312497231","https://openalex.org/W2078844020","https://openalex.org/W2923452570","https://openalex.org/W206598027"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"decentralized":[6],"resource":[7,28,54],"allocation":[8,55],"scheme":[9,24],"based":[10],"on":[11],"deep":[12],"reinforcement":[13],"learning":[14],"designed":[15],"for":[16],"device-to-device":[17],"communications":[18],"underlay":[19],"cellular":[20],"networks.":[21],"The":[22],"proposed":[23],"allocates":[25],"appropriate":[26],"channel":[27],"and":[29,53],"transmit":[30],"power":[31],"to":[32,37],"each":[33],"D2D":[34],"pairs":[35],"iteratively":[36],"maximize":[38],"the":[39,57],"overall":[40],"effective":[41],"throughput":[42],"by":[43],"utilizing":[44],"observation":[45],"consisting":[46],"of":[47,50,56],"location":[48],"information":[49],"mobile":[51],"devices":[52],"other":[58],"devices.":[59]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}