{"id":"https://openalex.org/W3092310309","doi":"https://doi.org/10.1109/pimrc48278.2020.9217355","title":"Dueling Deep Q-Network Learning Based Computing Offloading Scheme for F-RAN","display_name":"Dueling Deep Q-Network Learning Based Computing Offloading Scheme for F-RAN","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3092310309","doi":"https://doi.org/10.1109/pimrc48278.2020.9217355","mag":"3092310309"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc48278.2020.9217355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc48278.2020.9217355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5085386121","display_name":"Fan Jiang","orcid":"https://orcid.org/0000-0002-8968-5178"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Jiang","raw_affiliation_strings":["Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","Xi'an University of Posts and Telecommunications, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","institution_ids":[]},{"raw_affiliation_string":"Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039288919","display_name":"Rongxin Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongxin Ma","raw_affiliation_strings":["Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","Xi'an University of Posts and Telecommunications, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","institution_ids":[]},{"raw_affiliation_string":"Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101632943","display_name":"Changyin Sun","orcid":"https://orcid.org/0000-0002-4822-1326"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyin Sun","raw_affiliation_strings":["Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","Xi'an University of Posts and Telecommunications, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","institution_ids":[]},{"raw_affiliation_string":"Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006155232","display_name":"Zesheng Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zesheng Gu","raw_affiliation_strings":["Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","Xi'an University of Posts and Telecommunications, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory of Telecommunications and Information Networks and Security","institution_ids":[]},{"raw_affiliation_string":"Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":null,"apc_paid":null,"fwci":1.6393,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83513739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994000196456909,"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":0.9983999729156494,"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":0.8307895660400391},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7225455641746521},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.6764999032020569},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5950479507446289},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5767465829849243},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4756467044353485},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4751332104206085},{"id":"https://openalex.org/keywords/c-ran","display_name":"C-RAN","score":0.46752452850341797},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4376852512359619},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4273453950881958},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.40339723229408264},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3799017071723938},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3318735957145691},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.24537116289138794},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23051676154136658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21871453523635864},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0874699056148529},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07537665963172913},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07419806718826294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307895660400391},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7225455641746521},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.6764999032020569},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5950479507446289},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5767465829849243},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4756467044353485},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4751332104206085},{"id":"https://openalex.org/C2779765720","wikidata":"https://www.wikidata.org/wiki/Q5005908","display_name":"C-RAN","level":5,"score":0.46752452850341797},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4376852512359619},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4273453950881958},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.40339723229408264},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3799017071723938},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3318735957145691},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.24537116289138794},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23051676154136658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21871453523635864},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0874699056148529},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07537665963172913},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07419806718826294},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"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/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pimrc48278.2020.9217355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc48278.2020.9217355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2173564293","https://openalex.org/W2547443968","https://openalex.org/W2903362341","https://openalex.org/W2948674973","https://openalex.org/W2959184406","https://openalex.org/W2974654731","https://openalex.org/W2977651175"],"related_works":["https://openalex.org/W2592537445","https://openalex.org/W2117039245","https://openalex.org/W2497039592","https://openalex.org/W4287262510","https://openalex.org/W2436923341","https://openalex.org/W3138350675","https://openalex.org/W2902173727","https://openalex.org/W2064969374","https://openalex.org/W2885291556","https://openalex.org/W4248981987"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,33,51,113],"investigate":[4],"a":[5,39,54,83],"computing":[6],"offloading":[7,36,71,118],"policy":[8,119],"for":[9,73,120],"multiple":[10],"User":[11],"Equipments":[12],"(UEs)":[13],"in":[14,28],"Fog":[15],"Radio":[16],"Access":[17],"Networks":[18],"(F-RANs).":[19],"Aimming":[20],"at":[21],"maximizing":[22],"the":[23,48,68,91,94,100,106,115,126,130],"total":[24],"utility":[25],"of":[26,93,103,109,129],"UEs":[27],"dynamically":[29],"changing":[30],"wireless":[31],"environment,":[32],"formulate":[34],"task":[35],"problem":[37],"as":[38],"mixed":[40],"integer":[41],"nonlinear":[42],"programming":[43],"(MINP)":[44],"problem.":[45],"To":[46],"solve":[47],"nonconvex":[49],"problem,":[50],"first":[52],"utilize":[53],"centralized":[55],"deep":[56],"reinforcement":[57],"learning":[58],"(DRL)":[59],"algorithm":[60],"called":[61],"Dueling":[62],"Deep":[63],"Q-Network":[64],"(DDQN)":[65],"to":[66,89],"obtain":[67,114],"most":[69],"appropriate":[70],"mode":[72],"each":[74,110,121],"UE":[75],"with":[76,99,134],"unknown":[77],"Channel":[78],"State":[79],"Information":[80],"(CSI).":[81],"Especially,":[82],"pre-processing":[84],"procedure":[85],"is":[86],"initially":[87],"proposed":[88,131],"reduce":[90],"complexity":[92],"DDQN":[95,104],"algorithm.":[96],"Then,":[97],"combining":[98],"training":[101],"results":[102,124],"and":[105],"delay":[107],"requirements":[108],"UE's":[111],"task,":[112],"final":[116],"optimal":[117],"UE.":[122],"Simulation":[123],"demonstrate":[125],"performance":[127],"gains":[128],"scheme":[132],"compared":[133],"other":[135],"existing":[136],"baseline":[137],"schemes.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
