{"id":"https://openalex.org/W2916693941","doi":"https://doi.org/10.1109/twc.2019.2896999","title":"D2D Communications Meet Mobile Edge Computing for Enhanced Computation Capacity in Cellular Networks","display_name":"D2D Communications Meet Mobile Edge Computing for Enhanced Computation Capacity in Cellular Networks","publication_year":2019,"publication_date":"2019-02-18","ids":{"openalex":"https://openalex.org/W2916693941","doi":"https://doi.org/10.1109/twc.2019.2896999","mag":"2916693941"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2019.2896999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2019.2896999","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/A5038230803","display_name":"Yinghui He","orcid":"https://orcid.org/0000-0002-5560-1327"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghui He","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, Xidian University, Xi\u2019an, China","State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5560-1327","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036242436","display_name":"Jinke Ren","orcid":"https://orcid.org/0000-0002-7409-6127"},"institutions":[{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinke Ren","raw_affiliation_strings":["Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7409-6127","affiliations":[{"raw_affiliation_string":"Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4210141176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079187892","display_name":"Guanding Yu","orcid":"https://orcid.org/0000-0003-1354-2557"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanding Yu","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, Xidian University, Xi\u2019an, China","State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-1354-2557","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034376590","display_name":"Yunlong Cai","orcid":"https://orcid.org/0000-0001-9418-1700"},"institutions":[{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Cai","raw_affiliation_strings":["Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9418-1700","affiliations":[{"raw_affiliation_string":"Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4210141176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.9863,"has_fulltext":false,"cited_by_count":222,"citation_normalized_percentile":{"value":0.99609115,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"18","issue":"3","first_page":"1750","last_page":"1763"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9988999962806702,"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":0.9988999962806702,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9987000226974487,"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":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.8214589357376099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8078535795211792},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6158496141433716},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5850620269775391},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5691051483154297},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5535724759101868},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5302364826202393},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.51788330078125},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47954699397087097},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.467818945646286},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4676356613636017},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.450484037399292},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.4408138692378998},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.4391741454601288},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.419994056224823},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41940388083457947},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38921526074409485},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.22864291071891785},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14766734838485718},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.13609471917152405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11786749958992004},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09119987487792969}],"concepts":[{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.8214589357376099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8078535795211792},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6158496141433716},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5850620269775391},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5691051483154297},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5535724759101868},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5302364826202393},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.51788330078125},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47954699397087097},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.467818945646286},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4676356613636017},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.450484037399292},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.4408138692378998},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.4391741454601288},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.419994056224823},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41940388083457947},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38921526074409485},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.22864291071891785},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14766734838485718},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.13609471917152405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11786749958992004},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09119987487792969},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2019.2896999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2019.2896999","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/G442922040","display_name":"\u6beb\u7c73\u6ce2MIMO\u7cfb\u7edf\u4e2d\u9ad8\u6548\u6df7\u5408\u6536\u53d1\u673a\u4f18\u5316\u7b97\u6cd5\u7814\u7a76","funder_award_id":"LR19F010002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6110245451","display_name":"\u786c\u4ef6\u6027\u80fd\u53d7\u9650\u4e0b\u5ba4\u5916\u6beb\u7c73\u6ce2\u5927\u89c4\u6a21MIMO\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61831004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6270045454","display_name":null,"funder_award_id":"ISN18-13","funder_id":"https://openalex.org/F4320323230","funder_display_name":"Xidian University"},{"id":"https://openalex.org/G7515848876","display_name":null,"funder_award_id":"61671407","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/F4320323230","display_name":"Xidian University","ror":"https://ror.org/05s92vm98"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W914916633","https://openalex.org/W1560991659","https://openalex.org/W1904504745","https://openalex.org/W1963547452","https://openalex.org/W1992942660","https://openalex.org/W2037128422","https://openalex.org/W2056357956","https://openalex.org/W2076680677","https://openalex.org/W2076807755","https://openalex.org/W2116175219","https://openalex.org/W2117537207","https://openalex.org/W2128145324","https://openalex.org/W2135647107","https://openalex.org/W2182918325","https://openalex.org/W2222512263","https://openalex.org/W2256188983","https://openalex.org/W2344423009","https://openalex.org/W2397723600","https://openalex.org/W2516316490","https://openalex.org/W2547443968","https://openalex.org/W2592843051","https://openalex.org/W2599228549","https://openalex.org/W2604304011","https://openalex.org/W2609618253","https://openalex.org/W2611147814","https://openalex.org/W2753328985","https://openalex.org/W2964335916","https://openalex.org/W3098915991","https://openalex.org/W3103591951","https://openalex.org/W3105101694","https://openalex.org/W4213255380","https://openalex.org/W4301014524","https://openalex.org/W6664794613"],"related_works":["https://openalex.org/W4200420173","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/W3185499500","https://openalex.org/W3014317926"],"abstract_inverted_index":{"The":[0,103,131],"future":[1],"5G":[2],"wireless":[3],"networks":[4,93],"aim":[5,82],"to":[6,53,72,83,118,165,173,181],"support":[7],"high-rate":[8],"data":[9],"communications":[10,27,50,225],"and":[11,24,76,100,191,202],"high-speed":[12],"mobile":[13,20],"computing.":[14],"To":[15,122],"achieve":[16],"this":[17,44],"goal,":[18],"the":[19,38,48,56,60,64,85,91,95,135,146,150,162,166,170,174,178,182,197,203,231,235],"edge":[21,74,137],"computing":[22],"(MEC)":[23],"device-to-device":[25],"(D2D)":[26],"have":[28],"been":[29],"recently":[30],"developed,":[31],"both":[32,98],"of":[33,37,59,66,87,97,152,234],"which":[34,114,220],"take":[35],"advantage":[36],"proximity":[39],"for":[40,140],"better":[41],"performance.":[42],"In":[43],"paper,":[45],"we":[46,125],"integrate":[47],"D2D":[49,79,143,157,224],"with":[51,94,226],"MEC":[52,227],"further":[54],"improve":[55],"computation":[57,101,138,232],"capacity":[58,233],"cellular":[61,92],"networks,":[62],"where":[63],"task":[65,204],"each":[67],"device":[68],"can":[69,228],"be":[70],"offloaded":[71],"an":[73],"node":[75],"a":[77,109,141],"nearby":[78],"device.":[80],"We":[81,159],"maximize":[84],"number":[86,151],"devices":[88,154],"supported":[89,153],"by":[90,187,215],"constraints":[96],"communication":[99],"resources.":[102],"optimization":[104],"problem":[105,184],"is":[106,115,185,212],"formulated":[107],"as":[108,196],"mixed":[110],"integer":[111],"non-linear":[112],"problem,":[113],"not":[116],"easy":[117],"solve":[119],"in":[120],"general.":[121],"tackle":[123],"it,":[124],"decouple":[126],"it":[127],"into":[128],"two":[129,167,189],"subproblems.":[130],"first":[132],"one":[133,148],"minimizes":[134],"required":[136],"resource":[139],"given":[142],"pair,":[144],"while":[145],"second":[147],"maximizes":[149],"via":[155],"optimal":[156,163,171,179,198],"pairing.":[158],"prove":[160],"that":[161,222],"solutions":[164],"subproblems":[168],"compose":[169],"solution":[172],"original":[175,183],"problem.":[176],"Then,":[177],"algorithm":[180],"developed":[186],"solving":[188],"subproblems,":[190],"some":[192],"insightful":[193],"results,":[194,219],"such":[195],"transmit":[199],"power":[200],"allocation":[201],"offloading":[205],"strategy,":[206],"are":[207],"also":[208],"highlighted.":[209],"Our":[210],"proposal":[211],"finally":[213],"tested":[214],"extensive":[216],"numerical":[217],"simulation":[218],"demonstrate":[221],"combining":[223],"significantly":[229],"enhance":[230],"system.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":37},{"year":2022,"cited_by_count":51},{"year":2021,"cited_by_count":48},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":14}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
