{"id":"https://openalex.org/W4226223799","doi":"https://doi.org/10.1109/jiot.2022.3159554","title":"Intelli-AR Preloading: A Learning Approach to Proactive Hologram Transmissions in Mobile AR","display_name":"Intelli-AR Preloading: A Learning Approach to Proactive Hologram Transmissions in Mobile AR","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4226223799","doi":"https://doi.org/10.1109/jiot.2022.3159554"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3159554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3159554","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5041599447","display_name":"Yuqi Han","orcid":"https://orcid.org/0000-0002-8097-1397"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"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":true,"raw_author_name":"Yuqi Han","raw_affiliation_strings":["College of Electrical and Information Engineering, Tongji University, Shanghai, China","Department of Automation, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383114","display_name":"Ying Chen","orcid":"https://orcid.org/0000-0003-1798-6008"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ying Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431222","display_name":"Rui Wang","orcid":"https://orcid.org/0000-0002-2974-0972"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["College of Electrical and Information Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075806425","display_name":"Jun Wu","orcid":"https://orcid.org/0000-0001-7090-8653"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wu","raw_affiliation_strings":["School of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036726336","display_name":"Maria Gorlatova","orcid":"https://orcid.org/0000-0002-5477-7830"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria Gorlatova","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041599447"],"corresponding_institution_ids":["https://openalex.org/I116953780","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.9188,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.74663841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"18","first_page":"17714","last_page":"17727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9945999979972839,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.8156145811080933},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.6653880476951599},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.6262795329093933},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5645561814308167},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5040029883384705},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.451920747756958},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.44021332263946533},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4268203377723694},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.426618754863739},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.4189237058162689},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.413973331451416},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40786466002464294},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.39231911301612854},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38192057609558105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3811250925064087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8156145811080933},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.6653880476951599},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.6262795329093933},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5645561814308167},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5040029883384705},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.451920747756958},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.44021332263946533},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4268203377723694},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.426618754863739},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.4189237058162689},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.413973331451416},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40786466002464294},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.39231911301612854},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38192057609558105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3811250925064087},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3159554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3159554","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1698423479","display_name":null,"funder_award_id":"CNS-1908051","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2213787959","display_name":null,"funder_award_id":"22ZR1465100","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G2813478515","display_name":null,"funder_award_id":"CSR-1903136","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2919620667","display_name":null,"funder_award_id":"U21A20452","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4717412138","display_name":null,"funder_award_id":"61771345","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5069369758","display_name":null,"funder_award_id":"2020AA0108202","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G510744082","display_name":null,"funder_award_id":"61831018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8314704603","display_name":null,"funder_award_id":"IIS-2046072","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"},{"id":"https://openalex.org/F4320321793","display_name":"Beijing Municipal Education Commission","ror":"https://ror.org/04bpn6s66"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1483283748","https://openalex.org/W2006658167","https://openalex.org/W2037169571","https://openalex.org/W2076917298","https://openalex.org/W2080249222","https://openalex.org/W2083285440","https://openalex.org/W2122122381","https://openalex.org/W2131806537","https://openalex.org/W2151499153","https://openalex.org/W2425152312","https://openalex.org/W2568706479","https://openalex.org/W2593458419","https://openalex.org/W2594046081","https://openalex.org/W2624186268","https://openalex.org/W2736697459","https://openalex.org/W2783357735","https://openalex.org/W2785311560","https://openalex.org/W2794966952","https://openalex.org/W2915609635","https://openalex.org/W2965289829","https://openalex.org/W2982995540","https://openalex.org/W2984041531","https://openalex.org/W2987492050","https://openalex.org/W2990530686","https://openalex.org/W2999968307","https://openalex.org/W3021304516","https://openalex.org/W3122800475","https://openalex.org/W3127909988","https://openalex.org/W3162569885","https://openalex.org/W4238028192"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W2796352555","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W4318952366","https://openalex.org/W3214829569","https://openalex.org/W4221092438","https://openalex.org/W4406207611","https://openalex.org/W4407633523"],"abstract_inverted_index":{"Mobile":[0],"augmented":[1],"reality":[2],"(AR),":[3],"which":[4,76,181],"integrates":[5],"virtual":[6],"objects":[7],"(i.e.,":[8],"holographic":[9,33,50,81],"contents)":[10],"with":[11],"3-D":[12],"real":[13,16],"environments":[14],"in":[15,23,56,71,75,154,177],"time,":[17],"has":[18],"been":[19],"rapidly":[20],"gaining":[21],"popularity":[22],"the":[24,61,72,84,92,97,110,126,130,135,142,151,155,160,174,178],"last":[25],"five":[26],"years.":[27],"The":[28,114,138],"delivery":[29],"mechanisms":[30],"of":[31,144],"these":[32],"contents":[34,51,82],"to":[35,52,67,83,133,150,165,173],"mobile":[36,187],"AR":[37,63,188],"devices,":[38],"however,":[39],"are":[40],"rarely":[41],"investigated.":[42],"To":[43],"combat":[44],"bandwidth":[45],"limitations":[46],"that":[47],"preclude":[48],"providing":[49],"user":[53,87,98,131],"devices":[54,132],"on-demand,":[55],"this":[57],"article,":[58],"we":[59],"propose":[60],"intelligent":[62],"(Intelli-AR)":[64],"preloading":[65,94,112,116,146],"algorithm":[66,95],"improve":[68],"transmission":[69],"efficiency":[70],"edge-assisted":[73],"network,":[74],"edge":[77,127],"servers":[78],"proactively":[79],"transmit":[80],"devices.":[85],"Without":[86],"devices\u2019":[88,99],"future":[89],"motion":[90,100,162],"trajectories,":[91],"Intelli-AR":[93,115,139],"models":[96],"trajectories":[101,163],"as":[102],"Markov":[103],"decision":[104],"process":[105],"(MDP)":[106],"and":[107,122,129,169],"adaptively":[108],"learns":[109],"optimal":[111],"policy.":[113],"is":[117,182],"decomposed":[118],"into":[119],"two":[120],"parts":[121],"separately":[123],"deployed":[124],"on":[125],"server":[128],"reduce":[134],"computation":[136],"complexity.":[137],"solution":[140],"improves":[141],"ratio":[143],"successful":[145],"by":[147,170],"11.52%":[148],"compared":[149,172],"best":[152,175],"baseline":[153,176],"practical":[156],"data":[157,179],"set":[158,180],"when":[159],"users\u2019":[161],"tend":[164],"be":[166],"more":[167],"random,":[168],"21.97%":[171],"synthesized":[183],"from":[184],"a":[185],"real-life":[186],"environment.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
