{"id":"https://openalex.org/W3011576217","doi":"https://doi.org/10.1109/twc.2019.2956519","title":"Adaptive Resource Allocation in Future Wireless Networks With Blockchain and Mobile Edge Computing","display_name":"Adaptive Resource Allocation in Future Wireless Networks With Blockchain and Mobile Edge Computing","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3011576217","doi":"https://doi.org/10.1109/twc.2019.2956519","mag":"3011576217"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2019.2956519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2019.2956519","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-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/A5084332428","display_name":"Fengxian Guo","orcid":"https://orcid.org/0000-0002-4764-3084"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengxian Guo","raw_affiliation_strings":["Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4764-3084","affiliations":[{"raw_affiliation_string":"Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420016","display_name":"F. Richard Yu","orcid":"https://orcid.org/0000-0003-1006-7594"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"F. Richard Yu","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1006-7594","affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031756477","display_name":"Heli Zhang","orcid":"https://orcid.org/0000-0002-5994-9419"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heli Zhang","raw_affiliation_strings":["Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5994-9419","affiliations":[{"raw_affiliation_string":"Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012748011","display_name":"Hong Ji","orcid":"https://orcid.org/0000-0002-1640-2894"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Ji","raw_affiliation_strings":["Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1640-2894","affiliations":[{"raw_affiliation_string":"Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120314014","display_name":"Mengting Liu","orcid":"https://orcid.org/0000-0001-7786-8674"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengting Liu","raw_affiliation_strings":["Beijing Key Laboratory of Space-ground Interconnection and Convergence, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7786-8674","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Space-ground Interconnection and Convergence, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035919267","display_name":"Victor C. M. Leung","orcid":"https://orcid.org/0000-0003-3529-2640"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CA","CN"],"is_corresponding":false,"raw_author_name":"Victor C. M. Leung","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3529-2640","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":19.6742,"has_fulltext":false,"cited_by_count":216,"citation_normalized_percentile":{"value":0.99538913,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"19","issue":"3","first_page":"1689","last_page":"1703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991999864578247,"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":0.9991999864578247,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13553","display_name":"Age of Information Optimization","score":0.9914000034332275,"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":0.8436782360076904},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.6981650590896606},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.6960715055465698},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6362928748130798},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.596606433391571},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5915347337722778},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.587965726852417},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5422895550727844},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5344141721725464},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5266913175582886},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4948410391807556},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.48470640182495117},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.47021913528442383},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4442433714866638},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3802533745765686},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11211463809013367},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08810931444168091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8436782360076904},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.6981650590896606},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6960715055465698},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6362928748130798},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.596606433391571},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5915347337722778},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.587965726852417},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5422895550727844},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5344141721725464},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5266913175582886},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4948410391807556},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.48470640182495117},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.47021913528442383},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4442433714866638},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3802533745765686},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11211463809013367},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08810931444168091},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2019.2956519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2019.2956519","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2820715367","display_name":"\u79fb\u52a8\u4e91\u7f51\u7edc\u4e2d\u9ad8\u6548\u5f02\u6784\u8d44\u6e90\u534f\u540c\u673a\u7406\u7814\u7a76","funder_award_id":"61671088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4341337945","display_name":"\u672a\u6765\u5f02\u6784\u4e91\u7f51\u7edc\u4e2d\u7684\u81ea\u4f18\u5316\u667a\u80fd\u51b3\u7b56\u6a21\u578b\u7814\u7a76","funder_award_id":"61771070","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7889494537","display_name":null,"funder_award_id":"CX2018201","funder_id":"https://openalex.org/F4320322687","funder_display_name":"Chongqing University of Posts and Telecommunications"},{"id":"https://openalex.org/G8418077546","display_name":"Next Generation Software-defined Intelligent Radio Access Network (SIRAN) - Leveraging Deep Learning for Autonomous and Intelligent Service Provisioning","funder_award_id":"rgpin-2019-06348","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322687","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1698117324","https://openalex.org/W2006224176","https://openalex.org/W2010302109","https://openalex.org/W2107726111","https://openalex.org/W2115211925","https://openalex.org/W2124337428","https://openalex.org/W2129670787","https://openalex.org/W2145339207","https://openalex.org/W2305529387","https://openalex.org/W2335755599","https://openalex.org/W2593138756","https://openalex.org/W2748896792","https://openalex.org/W2756144809","https://openalex.org/W2761694337","https://openalex.org/W2787569958","https://openalex.org/W2802340657","https://openalex.org/W2803370496","https://openalex.org/W2804702239","https://openalex.org/W2805690413","https://openalex.org/W2808449107","https://openalex.org/W2891362044","https://openalex.org/W2894710278","https://openalex.org/W2895650323","https://openalex.org/W2898082692","https://openalex.org/W2905357302","https://openalex.org/W2907932505","https://openalex.org/W2913127416","https://openalex.org/W2944442327","https://openalex.org/W2949726555","https://openalex.org/W2951799221","https://openalex.org/W2963049774","https://openalex.org/W2963684920","https://openalex.org/W2970513128","https://openalex.org/W3106530718","https://openalex.org/W4230753018","https://openalex.org/W6637330182","https://openalex.org/W6677067356","https://openalex.org/W6685444567","https://openalex.org/W6752725515"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W3174690704","https://openalex.org/W4210813012","https://openalex.org/W2968424451","https://openalex.org/W4221092438","https://openalex.org/W4385335479","https://openalex.org/W2905685817","https://openalex.org/W4207020266","https://openalex.org/W4321617657"],"abstract_inverted_index":{"In":[0,37],"this":[1,38,155],"paper,":[2],"we":[3,162],"present":[4],"a":[5,43,60,136],"blockchain-based":[6],"mobile":[7],"edge":[8],"computing":[9],"(B-MEC)":[10],"framework":[11],"for":[12,130],"adaptive":[13,87],"resource":[14,64,88],"allocation":[15,89],"and":[16,34,56,68,90,105,125,145],"computation":[17,146],"offloading":[18],"in":[19,114],"future":[20],"wireless":[21,143],"networks,":[22],"where":[23,140],"the":[24,46,51,69,81,98,101,106,112,115,123,141,149,165,173,176],"blockchain":[25,57,103],"works":[26],"as":[27,135],"an":[28,86],"overlaid":[29,102],"system":[30,104],"to":[31,41,80,164],"provide":[32],"management":[33],"control":[35],"functions.":[36],"framework,":[39],"how":[40],"reach":[42],"consensus":[44],"between":[45],"nodes":[47],"while":[48],"simultaneously":[49],"guaranteeing":[50],"performance":[52,82],"of":[53,71,83,100,108,111,122,127,148,175],"both":[54],"MEC":[55,117,150],"systems":[58],"is":[59,94,157],"major":[61],"challenge.":[62],"Meanwhile,":[63],"allocation,":[65,120],"block":[66,91],"size,":[67],"number":[70,126],"consecutive":[72],"blocks":[73,129],"produced":[74],"by":[75,179],"each":[76,131],"producer":[77,132],"are":[78,133,152],"critical":[79],"B-MEC.":[84],"Therefore,":[85],"generation":[92],"scheme":[93],"proposed.":[95],"To":[96],"improve":[97],"throughput":[99],"quality":[107],"services":[109],"(QoS)":[110],"users":[113],"underlaid":[116],"system,":[118],"spectrum":[119],"size":[121],"blocks,":[124],"producing":[128],"formulated":[134],"joint":[137],"optimization":[138],"problem,":[139],"time-varying":[142],"links":[144],"capacity":[147],"servers":[151],"considered.":[153],"Since":[154],"problem":[156],"intractable":[158],"using":[159],"traditional":[160],"methods,":[161],"resort":[163],"deep":[166],"reinforcement":[167],"learning":[168],"approach.":[169],"Simulation":[170],"results":[171],"show":[172],"effectiveness":[174],"proposed":[177],"approach":[178],"comparing":[180],"with":[181],"other":[182],"baseline":[183],"methods.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":38},{"year":2023,"cited_by_count":42},{"year":2022,"cited_by_count":46},{"year":2021,"cited_by_count":35},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
