{"id":"https://openalex.org/W2925721457","doi":"https://doi.org/10.1186/s13638-019-1359-7","title":"A game-theoretic learning approach to QoE-driven resource allocation scheme in 5G-enabled IoT","display_name":"A game-theoretic learning approach to QoE-driven resource allocation scheme in 5G-enabled IoT","publication_year":2019,"publication_date":"2019-03-06","ids":{"openalex":"https://openalex.org/W2925721457","doi":"https://doi.org/10.1186/s13638-019-1359-7","mag":"2925721457"},"language":"en","primary_location":{"id":"doi:10.1186/s13638-019-1359-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-019-1359-7","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1359-7","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1359-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016630316","display_name":"Haibo Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haibo Dai","raw_affiliation_strings":["School of Internet of Things, Nanjing University of Posts and Telecommunications, 66 Xin mofan Road, Nanjing, 210003, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things, Nanjing University of Posts and Telecommunications, 66 Xin mofan Road, Nanjing, 210003, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325587","display_name":"Haiyang Zhang","orcid":"https://orcid.org/0000-0002-9136-0735"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Haiyang Zhang","raw_affiliation_strings":["Engineering Systems and Design Pillar, Singapore University of Technology and Design, 8 Somapah Road, Singapore, 487372, Singapore"],"affiliations":[{"raw_affiliation_string":"Engineering Systems and Design Pillar, Singapore University of Technology and Design, 8 Somapah Road, Singapore, 487372, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042713263","display_name":"Wei Wu","orcid":"https://orcid.org/0000-0001-8611-3134"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wu","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, 66 Xin mofan Road, Nanjing, 210003, China"],"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, 66 Xin mofan Road, Nanjing, 210003, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035382300","display_name":"Baoyun Wang","orcid":"https://orcid.org/0000-0002-7784-5605"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyun Wang","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, 66 Xin mofan Road, Nanjing, 210003, China"],"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, 66 Xin mofan Road, Nanjing, 210003, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016630316"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":1.0894,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.77697425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems 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/T10148","display_name":"Advanced MIMO Systems 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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9991000294685364,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.8844395875930786},{"id":"https://openalex.org/keywords/potential-game","display_name":"Potential game","score":0.6426727771759033},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5940191745758057},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5544317960739136},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5253483653068542},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5166668891906738},{"id":"https://openalex.org/keywords/utility-maximization-problem","display_name":"Utility maximization problem","score":0.48565590381622314},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.4487876892089844},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4466608762741089},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4466347098350525},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4401877224445343},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.4285178482532501},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34747743606567383},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3414176106452942},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.3127005100250244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21612831950187683},{"id":"https://openalex.org/keywords/utility-maximization","display_name":"Utility maximization","score":0.15143251419067383},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13894370198249817},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07880634069442749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8844395875930786},{"id":"https://openalex.org/C2778079155","wikidata":"https://www.wikidata.org/wiki/Q288500","display_name":"Potential game","level":3,"score":0.6426727771759033},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5940191745758057},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5544317960739136},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5253483653068542},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5166668891906738},{"id":"https://openalex.org/C2779044140","wikidata":"https://www.wikidata.org/wiki/Q3274096","display_name":"Utility maximization problem","level":3,"score":0.48565590381622314},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.4487876892089844},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4466608762741089},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4466347098350525},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4401877224445343},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.4285178482532501},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34747743606567383},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3414176106452942},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.3127005100250244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21612831950187683},{"id":"https://openalex.org/C2985793214","wikidata":"https://www.wikidata.org/wiki/Q3274096","display_name":"Utility maximization","level":2,"score":0.15143251419067383},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13894370198249817},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07880634069442749},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13638-019-1359-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-019-1359-7","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1359-7","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:debf4eb3937e48cb9f09e4641d96deb2","is_oa":true,"landing_page_url":"https://doaj.org/article/debf4eb3937e48cb9f09e4641d96deb2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking, Vol 2019, Iss 1, Pp 1-10 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13638-019-1359-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-019-1359-7","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-019-1359-7","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5167091242","display_name":null,"funder_award_id":"No. 1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6958984622","display_name":null,"funder_award_id":"61801243","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7169039241","display_name":null,"funder_award_id":"NY218124","funder_id":"https://openalex.org/F4320323268","funder_display_name":"Nanjing University of Posts and Telecommunications"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323268","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34"},{"id":"https://openalex.org/F4320324852","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2925721457.pdf","grobid_xml":"https://content.openalex.org/works/W2925721457.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1646666871","https://openalex.org/W2183472877","https://openalex.org/W2294224885","https://openalex.org/W2295046976","https://openalex.org/W2473031807","https://openalex.org/W2498100006","https://openalex.org/W2512141519","https://openalex.org/W2553528644","https://openalex.org/W2578151840","https://openalex.org/W2651491514","https://openalex.org/W2741096611","https://openalex.org/W2743182234","https://openalex.org/W2752134242","https://openalex.org/W2766728451","https://openalex.org/W2767505090","https://openalex.org/W2767668857","https://openalex.org/W2768653190","https://openalex.org/W2779620519","https://openalex.org/W2789896367","https://openalex.org/W2791282349","https://openalex.org/W2794172237","https://openalex.org/W2794385060","https://openalex.org/W2794657958","https://openalex.org/W2796055306","https://openalex.org/W2964132194","https://openalex.org/W6601949647","https://openalex.org/W6601977772","https://openalex.org/W6603171938","https://openalex.org/W6603631340"],"related_works":["https://openalex.org/W4390439607","https://openalex.org/W4210759752","https://openalex.org/W2528338391","https://openalex.org/W2567986414","https://openalex.org/W2267645079","https://openalex.org/W2103989257","https://openalex.org/W2953849958","https://openalex.org/W2185830305","https://openalex.org/W3119014777","https://openalex.org/W3123744589"],"abstract_inverted_index":{"To":[0,52,121],"significantly":[1],"promote":[2],"Internet":[3],"of":[4,19,41,45,48,63,69,146,157],"Things":[5],"(IoT)":[6],"development,":[7],"5G":[8,36],"network":[9],"is":[10,91,131,142],"enabled":[11],"for":[12,30],"supporting":[13],"IoT":[14,31],"communications":[15,33],"without":[16],"the":[17,26,35,39,43,73,87,101,118,123,136,143,148,155,158],"limitation":[18],"distance":[20],"and":[21,108],"location.":[22],"This":[23],"paper":[24],"investigates":[25],"channel":[27,128],"allocation":[28,129],"problem":[29,90,103],"uplink":[32],"in":[34],"network,":[37],"with":[38],"aim":[40],"improving":[42],"quality":[44],"experience":[46],"(QoE)":[47],"smart":[49],"objects":[50],"(SOs).":[51],"begin":[53],"with,":[54],"we":[55,77,99],"define":[56,109],"a":[57,79,95,105,110,115,126],"mean":[58],"opinion":[59],"score":[60],"(MOS)":[61],"function":[62,112],"transmission":[64],"delay":[65],"to":[66,83,133,135],"measure":[67],"QoE":[68],"each":[70],"SO.":[71],"For":[72],"sum-MOS":[74],"maximization":[75],"problem,":[76],"leverage":[78],"game-theoretic":[80],"learning":[81],"approach":[82],"solve":[84],"it.":[85],"Specifically,":[86],"original":[88],"optimization":[89,119],"equivalently":[92],"transformed":[93],"into":[94],"tractable":[96],"form.":[97],"Then,":[98],"formulate":[100],"converted":[102],"as":[104,117],"game-theoretical":[106],"framework":[107],"potential":[111,124,149],"which":[113,141],"has":[114],"near-optimum":[116],"objective.":[120],"optimize":[122],"function,":[125],"distributed":[127],"algorithm":[130],"proposed":[132,159],"converge":[134],"best":[137],"Nash":[138],"equilibrium":[139],"solution":[140],"global":[144],"optimum":[145],"maximizing":[147],"function.":[150],"Finally,":[151],"numerical":[152],"results":[153],"verify":[154],"effectiveness":[156],"scheme.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}