{"id":"https://openalex.org/W4390905995","doi":"https://doi.org/10.1109/mascots59514.2023.10387645","title":"Can 5G mmWave Enable Edge-Assisted Real-Time Object Detection for Augmented Reality?","display_name":"Can 5G mmWave Enable Edge-Assisted Real-Time Object Detection for Augmented Reality?","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4390905995","doi":"https://doi.org/10.1109/mascots59514.2023.10387645"},"language":"en","primary_location":{"id":"doi:10.1109/mascots59514.2023.10387645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mascots59514.2023.10387645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS)","raw_type":"proceedings-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/A5078935287","display_name":"Moinak Ghoshal","orcid":"https://orcid.org/0000-0001-7194-7646"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Moinak Ghoshal","raw_affiliation_strings":["Northeastern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012339311","display_name":"Z. Jonny Kong","orcid":"https://orcid.org/0009-0009-8887-1698"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Z. Jonny Kong","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003244142","display_name":"Qiang Xu","orcid":"https://orcid.org/0000-0002-5903-9781"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiang Xu","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101187878","display_name":"Zixiao Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Zixiao Lu","raw_affiliation_strings":["Northeastern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021800970","display_name":"Shivang Aggarwal","orcid":"https://orcid.org/0000-0002-7190-5478"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shivang Aggarwal","raw_affiliation_strings":["Hewlett Packard Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Labs","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083775021","display_name":"Imran Khan","orcid":"https://orcid.org/0000-0001-5415-1785"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Imran Khan","raw_affiliation_strings":["Northeastern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061908419","display_name":"Jiayi Meng","orcid":"https://orcid.org/0000-0003-3091-8894"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiayi Meng","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101497980","display_name":"Yuanjie Li","orcid":"https://orcid.org/0000-0001-5931-3894"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanjie Li","raw_affiliation_strings":["Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088066154","display_name":"Y. Charlie Hu","orcid":"https://orcid.org/0009-0003-8096-7077"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Charlie Hu","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002416672","display_name":"Dimitrios Koutsonikolas","orcid":"https://orcid.org/0000-0003-0525-0087"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Dimitrios Koutsonikolas","raw_affiliation_strings":["Northeastern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3793,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63963543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9976999759674072,"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/T12079","display_name":"IoT Networks and Protocols","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/computer-science","display_name":"Computer science","score":0.7940757274627686},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6374287009239197},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6157882213592529},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.611077606678009},{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.5716460943222046},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5173096656799316},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.5162274837493896},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4920136630535126},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.48165643215179443},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.47101056575775146},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.4401881694793701},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4289677143096924},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.4279957115650177},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4060981273651123},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22698050737380981},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10281586647033691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09447574615478516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7940757274627686},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6374287009239197},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6157882213592529},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.611077606678009},{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.5716460943222046},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5173096656799316},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.5162274837493896},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4920136630535126},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.48165643215179443},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.47101056575775146},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.4401881694793701},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4289677143096924},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.4279957115650177},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4060981273651123},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22698050737380981},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10281586647033691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09447574615478516},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mascots59514.2023.10387645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mascots59514.2023.10387645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3537435673","display_name":null,"funder_award_id":"2022YFB3105201","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5812909773","display_name":null,"funder_award_id":"2112778-CNS","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G636126556","display_name":null,"funder_award_id":"62202261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2029016069","https://openalex.org/W2037227137","https://openalex.org/W2291627510","https://openalex.org/W2920031528","https://openalex.org/W2945129842","https://openalex.org/W2955189650","https://openalex.org/W2965289829","https://openalex.org/W2979332426","https://openalex.org/W2983038091","https://openalex.org/W3012937069","https://openalex.org/W3021314748","https://openalex.org/W3033024620","https://openalex.org/W3034971973","https://openalex.org/W3046256272","https://openalex.org/W3046577719","https://openalex.org/W3046754651","https://openalex.org/W3047439371","https://openalex.org/W3049640275","https://openalex.org/W3093878734","https://openalex.org/W3101035883","https://openalex.org/W3102767875","https://openalex.org/W3109233295","https://openalex.org/W3117560819","https://openalex.org/W3124372372","https://openalex.org/W3147954149","https://openalex.org/W3172857592","https://openalex.org/W3186833456","https://openalex.org/W3188452751","https://openalex.org/W3205142155","https://openalex.org/W4225998835","https://openalex.org/W4249609116","https://openalex.org/W4283215454","https://openalex.org/W4290991742","https://openalex.org/W6677548441","https://openalex.org/W6696672603"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"For":[0],"its":[1],"stringent":[2],"QoE":[3],"requirement,":[4],"augmented":[5],"reality":[6],"(AR)":[7],"has":[8],"been":[9],"widely":[10],"hailed":[11],"as":[12,53,135,137],"a":[13,31,104,198],"representative":[14],"of":[15,33,69,97,130],"ultra-high":[16],"bandwidth":[17],"and":[18,38,161,174],"ultra-low":[19],"latency":[20],"apps":[21],"that":[22,149,191],"will":[23],"be":[24],"enabled":[25],"by":[26,35],"5G":[27,48,71,89,162,168,175,193],"networks/edge":[28],"clouds.":[29],"Such":[30],"portrait":[32],"AR":[34],"the":[36,64,81,95,111,116,125,138,145,165],"telco":[37],"cloud":[39,78],"industry":[40],"raises":[41],"an":[42],"important":[43],"research":[44],"question":[45],"-":[46],"can":[47,79,152],"enable":[49],"latency-critical":[50],"applications":[51],"such":[52],"(edge-assisted)":[54],"AR?":[55],"In":[56],"this":[57],"paper,":[58],"we":[59,87,114,189],"conduct":[60],"to":[61,93,102,179],"our":[62],"knowledge":[63],"first":[65],"in-depth":[66],"measurement":[67],"study":[68],"whether":[70],"mmWave":[72,90,169,176,194],"in":[73,110,119,124,183,201],"combination":[74],"with":[75,167],"in-network":[76],"edge":[77],"support":[80,103],"baseline":[82,105,131],"edge-assisted":[83,106,132,203],"object":[84,107,133,155,204],"detection.":[85,205],"After":[86],"discover":[88],"is":[91,172,196],"unlikely":[92],"achieve":[94],"level":[96],"uplink":[98],"network":[99],"performance":[100,117,139,157,182],"needed":[101],"detection":[108,156],"implementation":[109],"near":[112],"future,":[113],"quantify":[115],"benefits":[118,140],"retrofitting":[120],"app-level":[121],"optimizations":[122,151],"developed":[123],"pre-5G":[126],"era":[127],"on":[128,144],"top":[129],"detection,":[134],"well":[136],"from":[141],"hardware":[142],"upgrade":[143],"edge.":[146],"We":[147],"find":[148],"these":[150],"significantly":[153],"boost":[154],"over":[158,170],"both":[159],"LTE":[160,171],"mmWave;":[163],"however,":[164],"improvement":[166],"marginal,":[173],"still":[177],"fails":[178],"provide":[180],"satisfactory":[181],"all":[184],"scenarios":[185],"under":[186],"consideration.":[187],"Overall,":[188],"conclude":[190],"today's":[192],"deployment":[195],"not":[197],"deciding":[199],"factor":[200],"enabling":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
