{"id":"https://openalex.org/W7147189227","doi":"https://doi.org/10.1109/cnml68938.2026.11452461","title":"Research on Mobile Network Optimization Strategy for High Real-time E-commerce Virtual Try-on","display_name":"Research on Mobile Network Optimization Strategy for High Real-time E-commerce Virtual Try-on","publication_year":2026,"publication_date":"2026-01-30","ids":{"openalex":"https://openalex.org/W7147189227","doi":"https://doi.org/10.1109/cnml68938.2026.11452461"},"language":null,"primary_location":{"id":"doi:10.1109/cnml68938.2026.11452461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cnml68938.2026.11452461","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Communication Networks and Machine Learning (CNML)","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/A5104168002","display_name":"Qiyu Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiyu Jiang","raw_affiliation_strings":["Shenzhen University,School of Management,Shenzhen,China,518000"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Management,Shenzhen,China,518000","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I3131625388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132554893","display_name":"Fang Song","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Song","raw_affiliation_strings":["Shenzhen University,School of Management,Shenzhen,China,518000"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Management,Shenzhen,China,518000","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I3131625388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132633755","display_name":"Guangli Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangli Liu","raw_affiliation_strings":["Shenzhen University,School of Management,Shenzhen,China,518000"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Management,Shenzhen,China,518000","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I3131625388"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5132669603","display_name":"Ting Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Wang","raw_affiliation_strings":["Shenzhen University,School of Management,Shenzhen,China,518000"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Management,Shenzhen,China,518000","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I3131625388"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104168002"],"corresponding_institution_ids":["https://openalex.org/I180726961","https://openalex.org/I3131625388"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94086305,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"154","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.3944000005722046,"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":0.3944000005722046,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.25870001316070557,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.04879999905824661,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/mobile-computing","display_name":"Mobile computing","score":0.504800021648407},{"id":"https://openalex.org/keywords/virtual-network","display_name":"Virtual network","score":0.5},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4867999851703644},{"id":"https://openalex.org/keywords/public-land-mobile-network","display_name":"Public land mobile network","score":0.48669999837875366},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4593999981880188},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.4571000039577484},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.43529999256134033},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.41620001196861267},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.39739999175071716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7143999934196472},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5570999979972839},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.504800021648407},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.5},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4867999851703644},{"id":"https://openalex.org/C36800599","wikidata":"https://www.wikidata.org/wiki/Q915808","display_name":"Public land mobile network","level":4,"score":0.48669999837875366},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4593999981880188},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.4571000039577484},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.444599986076355},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.43529999256134033},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.41620001196861267},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.39739999175071716},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.39660000801086426},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.3950999975204468},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C22655229","wikidata":"https://www.wikidata.org/wiki/Q17143627","display_name":"Triangular routing","level":5,"score":0.32829999923706055},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.3230000138282776},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C5038329","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Core network","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.2596000134944916},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cnml68938.2026.11452461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cnml68938.2026.11452461","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Communication Networks and Machine Learning (CNML)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.55315762758255}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2087716122","https://openalex.org/W2745537382","https://openalex.org/W2918891759","https://openalex.org/W2920054549","https://openalex.org/W2950865323","https://openalex.org/W2963060851","https://openalex.org/W3105504538","https://openalex.org/W3133913697","https://openalex.org/W4412355250","https://openalex.org/W4416291487"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,31,76,81],"rapid":[2],"development":[3],"of":[4,34,57],"mobile":[5,24,44,109],"e-commerce":[6,110],"and":[7,37,64],"augmented":[8],"reality":[9],"technology,":[10],"virtual":[11,49,111],"try-on":[12,50],"systems":[13],"have":[14],"put":[15],"forward":[16],"higher":[17],"requirements":[18],"for":[19,48,108],"network":[20,25,45,89,106],"real-time":[21],"performance,":[22],"traditional":[23,95],"architecture":[26],"is":[27],"difficult":[28],"to":[29,84],"meet":[30],"business":[32],"needs":[33],"low":[35],"latency":[36,83],"high":[38],"bandwidth,":[39],"this":[40],"paper":[41],"proposes":[42],"a":[43],"optimization":[46,55],"strategy":[47],"applications,":[51],"through":[52],"three-layer":[53],"collaborative":[54],"mechanism":[56],"edge":[58],"computing":[59],"offloading,":[60],"adaptive":[61],"bitrate":[62],"control":[63],"intelligent":[65],"cache":[66],"prefetching,":[67],"effectively":[68],"reduce":[69,80],"end-to-end":[70],"latency,":[71],"experimental":[72],"results":[73],"show":[74],"that":[75],"proposed":[77],"scheme":[78],"can":[79],"average":[82],"45.234ms":[85],"in":[86],"4G/5G":[87],"hybrid":[88],"environment,":[90],"improving":[91],"62.7%":[92],"compared":[93],"with":[94],"schemes,":[96],"while":[97],"maintaining":[98],"96.5%":[99],"user":[100],"experience":[101],"quality":[102],"score,":[103],"providing":[104],"reliable":[105],"support":[107],"try-on.":[112]},"counts_by_year":[],"updated_date":"2026-04-02T13:53:19.096889","created_date":"2026-04-02T00:00:00"}
