{"id":"https://openalex.org/W4399665967","doi":"https://doi.org/10.1109/mnet.2024.3414398","title":"Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI","display_name":"Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399665967","doi":"https://doi.org/10.1109/mnet.2024.3414398"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2024.3414398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3414398","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5074244556","display_name":"Wanting Yang","orcid":"https://orcid.org/0000-0002-6918-3701"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Wanting Yang","raw_affiliation_strings":["Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005327587","display_name":"Zehui Xiong","orcid":"https://orcid.org/0000-0002-4440-941X"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zehui Xiong","raw_affiliation_strings":["Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030858163","display_name":"Tony Q. S. Quek","orcid":"https://orcid.org/0000-0002-4037-3149"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Q. S. Quek","raw_affiliation_strings":["Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Tampines, Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Shen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074244556"],"corresponding_institution_ids":["https://openalex.org/I152815399"],"apc_list":null,"apc_paid":null,"fwci":3.8389,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93869696,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"38","issue":"6","first_page":"29","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9226999878883362,"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":0.9226999878883362,"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":0.8078175783157349},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7475324273109436},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5311801433563232},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5217610001564026},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4273785352706909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37911278009414673},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29635167121887207},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.18902456760406494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8078175783157349},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7475324273109436},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5311801433563232},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5217610001564026},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4273785352706909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37911278009414673},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29635167121887207},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.18902456760406494}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2024.3414398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3414398","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W4210355598","https://openalex.org/W4210894209","https://openalex.org/W4221086736","https://openalex.org/W4221123607","https://openalex.org/W4312766166","https://openalex.org/W4379382423","https://openalex.org/W4381735920","https://openalex.org/W4386311098","https://openalex.org/W6810966997","https://openalex.org/W6849519549","https://openalex.org/W6851881771","https://openalex.org/W6853140940","https://openalex.org/W6856542441","https://openalex.org/W6857904998","https://openalex.org/W7043936166"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"In":[0,55,128],"the":[1,23,45,50,61,65,77,96,105,116,150,194,205,214,234,243],"era":[2],"of":[3,8,47,52,99,153,196,198,242],"6G,":[4],"featuring":[5],"compelling":[6],"visions":[7],"digital":[9,24],"twins":[10],"and":[11,25,73,75,125,139,160,174,176,200,203,232],"metaverses,":[12],"Extended":[13],"Reality":[14],"(XR)":[15],"has":[16],"emerged":[17],"as":[18,39],"a":[19,32,40,83,88,166,177,184,220,250],"vital":[20],"conduit":[21],"connecting":[22],"physical":[26],"realms,":[27],"garnering":[28],"widespread":[29],"interest.":[30],"Ensuring":[31],"fully":[33],"immersive":[34],"wireless":[35,66],"XR":[36,48,67,90],"experience":[37],"stands":[38],"paramount":[41],"technical":[42],"necessity,":[43],"demanding":[44],"liberation":[46],"from":[49,107],"confines":[51],"wired":[53],"connections.":[54],"this":[56],"paper,":[57],"we":[58,131,164,188,218],"first":[59],"introduce":[60,233],"technologies":[62],"applied":[63],"in":[64],"domain,":[68],"delve":[69],"into":[70],"their":[71],"benefits":[72],"limitations,":[74],"highlight":[76],"ongoing":[78],"challenges.":[79],"We":[80],"then":[81],"propose":[82,165],"novel":[84,167],"deployment":[85],"framework":[86,117],"for":[87,213],"broad":[89],"pipeline,":[91],"termed":[92],"\u201cGeSa-XRF\u201d,":[93],"inspired":[94],"by":[95,210],"core":[97],"philosophy":[98],"Semantic":[100],"Communication":[101],"(SemCom)":[102],"which":[103],"shifts":[104],"concern":[106],"\u201chow\u201d":[108],"to":[109,111,113,135,145,192],"transmit":[110],"\u201cwhat\u201d":[112],"transmit.":[114],"Particularly,":[115],"comprises":[118],"three":[119],"stages:":[120],"data":[121,123,126,151,155,158,186,215],"collection,":[122],"analysis,":[124,187],"delivery.":[127],"each":[129],"stage,":[130,217],"integrate":[132],"semantic":[133],"awareness":[134],"achieve":[136,146],"streamlined":[137],"transmission":[138],"employ":[140,189],"Generative":[141],"Artificial":[142],"Intelligence":[143],"(GAI)":[144],"collaborative":[147,236],"refinements.":[148],"For":[149],"collection":[152],"multi-modal":[154,172],"with":[156],"differentiated":[157],"volumes":[159],"heterogeneous":[161],"latency":[162],"requirements,":[163],"SemCom":[168],"paradigm":[169],"based":[170],"on":[171],"fusion":[173],"separation":[175],"GAI-based":[178],"robust":[179],"superposition":[180],"scheme.":[181],"To":[182],"perform":[183,193],"comprehensive":[185],"multi-task":[190],"learning":[191],"prediction":[195],"field":[197],"view":[199],"personalized":[201],"attention":[202],"discuss":[204],"possible":[206],"preprocessing":[207],"approaches":[208],"assisted":[209],"GAI.":[211],"Lastly,":[212],"delivery":[216,223],"present":[219],"semantic-aware":[221],"multicast-based":[222],"strategy":[224],"aimed":[225],"at":[226],"reducing":[227],"pixel":[228],"level":[229],"redundant":[230],"transmissions":[231],"GAI":[235],"refinement":[237],"approach.":[238],"The":[239],"performance":[240],"gain":[241],"proposed":[244],"GeSa-XRF":[245],"is":[246],"preliminarily":[247],"demonstrated":[248],"through":[249],"case":[251],"study.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}