{"id":"https://openalex.org/W3022865986","doi":"https://doi.org/10.1109/access.2020.2992639","title":"Edge-Enabled WBANs for Efficient QoS Provisioning Healthcare Monitoring: A Two-Stage Potential Game-Based Computation Offloading Strategy","display_name":"Edge-Enabled WBANs for Efficient QoS Provisioning Healthcare Monitoring: A Two-Stage Potential Game-Based Computation Offloading Strategy","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3022865986","doi":"https://doi.org/10.1109/access.2020.2992639","mag":"3022865986"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2992639","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2992639","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09086448.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09086448.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015140613","display_name":"Xiaoming Yuan","orcid":"https://orcid.org/0000-0001-8006-364X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoming Yuan","raw_affiliation_strings":["Qinhuangdao Branch Campus, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Qinhuangdao Branch Campus, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024065996","display_name":"Hansen Tian","orcid":"https://orcid.org/0000-0002-5442-8956"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hansen Tian","raw_affiliation_strings":["Qinhuangdao Branch Campus, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Qinhuangdao Branch Campus, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438287","display_name":"Haiyang Wang","orcid":"https://orcid.org/0000-0002-9581-3527"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyang Wang","raw_affiliation_strings":["Qinhuangdao Branch Campus, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Qinhuangdao Branch Campus, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025596138","display_name":"Haoru Su","orcid":"https://orcid.org/0000-0001-6653-7650"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoru Su","raw_affiliation_strings":["Faulty of Information, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faulty of Information, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104667990","display_name":"Jiemin Liu","orcid":"https://orcid.org/0000-0002-2219-8797"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiemin Liu","raw_affiliation_strings":["Qinhuangdao Branch Campus, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Qinhuangdao Branch Campus, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081026876","display_name":"Amir Taherkordi","orcid":"https://orcid.org/0000-0003-1672-054X"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Amir Taherkordi","raw_affiliation_strings":["University of Oslo, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015140613"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.4817,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.95960942,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"92718","last_page":"92730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computation-offloading","display_name":"Computation offloading","score":0.8792325854301453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8712055683135986},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6463199853897095},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6160842180252075},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.579849123954773},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5553478598594666},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5212769508361816},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49874424934387207},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4735012650489807},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4461723268032074},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.43036407232284546},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.41141337156295776},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.40272629261016846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1386338770389557}],"concepts":[{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.8792325854301453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712055683135986},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6463199853897095},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6160842180252075},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.579849123954773},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5553478598594666},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5212769508361816},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49874424934387207},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4735012650489807},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4461723268032074},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.43036407232284546},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.41141337156295776},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.40272629261016846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1386338770389557},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2992639","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2992639","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09086448.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2fa560cc311547ae98a94ecbff6c4099","is_oa":true,"landing_page_url":"https://doaj.org/article/2fa560cc311547ae98a94ecbff6c4099","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 92718-92730 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2992639","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2992639","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09086448.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1244449556","display_name":null,"funder_award_id":"8100050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2275112142","display_name":null,"funder_award_id":"KM201810005028","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2597843785","display_name":null,"funder_award_id":"201810","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/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/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4908201240","display_name":null,"funder_award_id":"82303032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5273493536","display_name":null,"funder_award_id":"61901099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5654010599","display_name":null,"funder_award_id":"61703011","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/G8287172986","display_name":null,"funder_award_id":"N182303032","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3022865986.pdf","grobid_xml":"https://content.openalex.org/works/W3022865986.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1486093464","https://openalex.org/W1896093329","https://openalex.org/W1904504745","https://openalex.org/W2018175275","https://openalex.org/W2112320278","https://openalex.org/W2116175219","https://openalex.org/W2134295053","https://openalex.org/W2356684428","https://openalex.org/W2511425482","https://openalex.org/W2594560857","https://openalex.org/W2596785231","https://openalex.org/W2620368908","https://openalex.org/W2624989916","https://openalex.org/W2708743399","https://openalex.org/W2739805727","https://openalex.org/W2767359317","https://openalex.org/W2773498880","https://openalex.org/W2782624931","https://openalex.org/W2800305275","https://openalex.org/W2809610228","https://openalex.org/W2810843672","https://openalex.org/W2897388593","https://openalex.org/W2898082692","https://openalex.org/W2899587421","https://openalex.org/W2901631215","https://openalex.org/W2905357302","https://openalex.org/W2906000735","https://openalex.org/W2924948991","https://openalex.org/W2944858588","https://openalex.org/W2955356163","https://openalex.org/W2963103668","https://openalex.org/W2963151283","https://openalex.org/W2963644017","https://openalex.org/W2969883507","https://openalex.org/W2979465591","https://openalex.org/W2998623446","https://openalex.org/W3001729558","https://openalex.org/W3011576217","https://openalex.org/W3045049179","https://openalex.org/W3105630790","https://openalex.org/W6766773504"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W4225987626","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W2917127270","https://openalex.org/W4406207611"],"abstract_inverted_index":{"Wireless":[0],"Body":[1],"Area":[2],"Network":[3],"(WBAN)":[4],"as":[5],"one":[6],"of":[7,11,30,53,89,123,136,162,171,184,205],"the":[8,28,50,78,117,134,148,160,168,172,177,182,185,203,206],"primary":[9],"Internet":[10],"Things":[12],"(IoT)":[13],"provides":[14],"real":[15],"time":[16],"and":[17,21,66,82,120,141,180,196],"continuous":[18],"healthcare":[19],"monitoring":[20],"has":[22],"been":[23],"widely":[24],"deployed":[25],"to":[26,42,76,109,146,158,201],"improve":[27],"quality":[29],"peoples'":[31],"life.":[32],"In":[33,95],"edge-enabled":[34],"WBANs,":[35],"intensive":[36],"computing":[37],"tasks":[38],"could":[39,60],"be":[40,61],"offloaded":[41],"Mobile":[43],"Edge":[44],"Computing":[45],"(MEC)":[46],"servers,":[47],"guaranteeing":[48],"that":[49],"massive":[51,79],"amount":[52],"health":[54],"data":[55,80],"with":[56],"different":[57],"user":[58,121],"priorities":[59,119,122],"processed":[62],"in":[63,167],"lower":[64],"delay":[65],"energy":[67,194],"consumption.":[68],"Efficient":[69],"computation":[70,149,178],"offloading":[71],"schemes":[72],"are":[73,144,199],"more":[74],"critical":[75],"satisfy":[77],"access":[81],"personalized":[83],"service":[84],"requirements":[85],"for":[86],"multiple":[87],"Quality":[88],"Service":[90],"(QoS)":[91],"parameters":[92],"constraint":[93],"WBANs.":[94,124],"this":[96],"paper,":[97],"we":[98,126,152],"propose":[99,153],"a":[100,128,154],"Two-Stage":[101],"Potential":[102],"Game":[103],"based":[104],"Computation":[105],"Offloading":[106],"Strategy":[107],"(TPOS)":[108],"optimize":[110],"resource":[111],"allocation":[112],"while":[113],"taking":[114],"into":[115],"consideration":[116],"task":[118],"Firstly,":[125],"construct":[127],"system":[129],"utility":[130,198],"maximization":[131],"problem":[132,161],"about":[133],"QoS":[135],"tasks.":[137],"The":[138],"reward,":[139],"cost":[140],"penalty":[142],"functions":[143],"given":[145],"model":[147],"offloading.":[150],"Then,":[151],"two-stage":[155],"optimization":[156],"method":[157],"solve":[159],"mutual":[163],"restriction":[164],"strategies":[165],"existing":[166],"strategy":[169],"space":[170],"potential":[173],"game":[174],"model,":[175],"reducing":[176],"complexity":[179],"improving":[181],"feasibility":[183],"algorithm.":[186,209],"Finally,":[187],"performance":[188],"evaluations":[189],"on":[190],"average":[191],"processing":[192],"delay,":[193],"consumption":[195],"network":[197],"conducted":[200],"show":[202],"significance":[204],"proposed":[207],"TPOS":[208]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}