{"id":"https://openalex.org/W4387789719","doi":"https://doi.org/10.1109/tvt.2023.3325464","title":"Graph Neural Networks for Quality of Service Improvement in Interference-Limited Ultra-Reliable and Low-Latency Communications","display_name":"Graph Neural Networks for Quality of Service Improvement in Interference-Limited Ultra-Reliable and Low-Latency Communications","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387789719","doi":"https://doi.org/10.1109/tvt.2023.3325464"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2023.3325464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2023.3325464","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5025202904","display_name":"Y. Liu","orcid":"https://orcid.org/0000-0002-2825-0859"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yuhong Liu","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2825-0859","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079772530","display_name":"Changyang She","orcid":"https://orcid.org/0000-0003-0193-9784"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Changyang She","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0193-9784","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100667719","display_name":"Yi Zhong","orcid":"https://orcid.org/0000-0001-5584-0988"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhong","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5584-0988","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003076132","display_name":"Wibowo Hardjawana","orcid":"https://orcid.org/0000-0001-6775-8682"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wibowo Hardjawana","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6775-8682","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016793245","display_name":"Fu\u2010Chun Zheng","orcid":"https://orcid.org/0000-0003-3184-3054"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu-Chun Zheng","raw_affiliation_strings":["School of Electronic and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3184-3054","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043371405","display_name":"Branka Vucetic","orcid":"https://orcid.org/0000-0002-2700-2001"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Branka Vucetic","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2700-2001","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.813,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72320675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"73","issue":"3","first_page":"3718","last_page":"3732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9990000128746033,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9983999729156494,"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/T10069","display_name":"Antenna Design and Analysis","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.700035572052002},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6715061068534851},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5697058439254761},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5458309650421143},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48233386874198914},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4350734353065491},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4047314524650574},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34365570545196533},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3359363079071045},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1600240170955658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1430087685585022},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12966886162757874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.700035572052002},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6715061068534851},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5697058439254761},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5458309650421143},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48233386874198914},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4350734353065491},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4047314524650574},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34365570545196533},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3359363079071045},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1600240170955658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1430087685585022},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12966886162757874},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2023.3325464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2023.3325464","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W595252221","https://openalex.org/W631335369","https://openalex.org/W1997834106","https://openalex.org/W2106864314","https://openalex.org/W2151666832","https://openalex.org/W2155860576","https://openalex.org/W2586459757","https://openalex.org/W2596284900","https://openalex.org/W2604763608","https://openalex.org/W2604924587","https://openalex.org/W2762579166","https://openalex.org/W2766451823","https://openalex.org/W2798625559","https://openalex.org/W2883094398","https://openalex.org/W2900655085","https://openalex.org/W2912966408","https://openalex.org/W2944404691","https://openalex.org/W2957611518","https://openalex.org/W2971598376","https://openalex.org/W2972491883","https://openalex.org/W2974795415","https://openalex.org/W2981096252","https://openalex.org/W2998160334","https://openalex.org/W3010144608","https://openalex.org/W3033695690","https://openalex.org/W3049400263","https://openalex.org/W3054393695","https://openalex.org/W3080516458","https://openalex.org/W3089096465","https://openalex.org/W3096599635","https://openalex.org/W3106251788","https://openalex.org/W3111499798","https://openalex.org/W3125423472","https://openalex.org/W3135089279","https://openalex.org/W3136928177","https://openalex.org/W3158131132","https://openalex.org/W3189854358","https://openalex.org/W3194357422","https://openalex.org/W4313027364","https://openalex.org/W6736057607"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W2355833770","https://openalex.org/W1985458517","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2378903222"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,56,82,94,126,146],"improve":[4,147],"the":[5,23,37,43,49,58,64,84,106,128,134,143,148,155,166],"Quality-of-Service":[6],"(QoS)":[7],"of":[8,45,51,66,105],"Ultra-Reliability":[9],"and":[10,48,87,118,172,185],"Low-Latency":[11],"Communications":[12],"(URLLC)":[13],"in":[14,113,175],"interference-limited":[15],"wireless":[16,176],"networks.":[17],"To":[18,97],"obtain":[19,98],"time":[20],"diversity":[21],"within":[22],"channel":[24],"coherence":[25],"time,":[26],"we":[27,41,102],"first":[28],"put":[29],"forward":[30],"a":[31,74,89,114,120,137,160],"random":[32],"repetition":[33,85,130],"scheme":[34,86],"that":[35,68,154],"randomizes":[36],"interference":[38],"power.":[39],"Then,":[40],"optimize":[42],"number":[44,50],"reserved":[46],"slots":[47],"repetitions":[52],"for":[53,142],"each":[54],"packet":[55],"minimize":[57],"QoS":[59,107,162],"violation":[60,108,163],"probability,":[61],"defined":[62],"as":[63],"percentage":[65],"users":[67],"cannot":[69],"achieve":[70,159],"URLLC.":[71],"We":[72],"build":[73],"cascaded":[75,144,156,167],"Random":[76],"Edge":[77],"Graph":[78],"Neural":[79],"Network":[80],"(REGNN)":[81],"represent":[83],"develop":[88],"model-free":[90],"unsupervised":[91],"learning":[92],"method":[93,125],"train":[95],"it.":[96],"some":[99],"analytical":[100,135],"results,":[101,136],"derive":[103],"approximations":[104],"probability":[109,164],"using":[110],"stochastic":[111],"geometry":[112],"Poisson":[115],"bipolar":[116],"network":[117,181],"apply":[119],"model-based":[121],"Exhaustive":[122],"Search":[123],"(ES)":[124],"find":[127],"optimal":[129],"scheme.":[131],"Based":[132],"on":[133],"model-assisted":[138],"initialization":[139],"is":[140],"developed":[141],"REGNN":[145,157],"training":[149],"efficiency.":[150],"Simulation":[151],"results":[152],"show":[153],"can":[158],"lower":[161],"than":[165],"fully":[168],"connected":[169],"neural":[170],"network,":[171],"generalizes":[173],"well":[174],"networks":[177],"with":[178],"different":[179],"scales,":[180],"topologies,":[182],"cell":[183],"densities,":[184],"frequency":[186],"reuse":[187],"factors.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}