{“id”:“https://openalex.org/W3211791014“,”doi“:”https://doi.org/10.1155/2021/8501990“,”title“:”无线视频传感器网络中基于轻量级神经网络的实时VR流的视点预测“,”display_name“:”基于轻量级神经元网络的无线视频传感器网中实时VR流量的视点预计“,”publication_year“:2021,”publiation_date“:”2021-11-09“,”ids“:{”openalex“:”https://openalex.org/W3211791014“,”doi“:”https://doi.org/10.1155/2021/8501990“,”mag“:”3211791014“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1155/2021/8501990,“pdf_url”:https://downloads.hindawi.com/journals/misy/2021/8501990.pdf,“源”:{“id”:https://openalex.org/S152111507“,”display_name“:”移动信息系统杂志“,”issn_l“:”1574-017X“,”isn“:[”1574-077X“、”1875-905X“],”is_oa“:true,”is.in_doaj“:false,”host_organization“:”https://openalex.org/P4310318577“,”“host_organization_name”:“IOS新闻”,“host_organization_lineage”:[“https://openalex.org/P4310318577“],”host_organization_lineage_names“:[”IOS Press“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“,”doaj“],url“(_U):”https://downloads.hindawi.com/journals/misy/2021/8501990.pdf“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5000942225“,”display_name“:”Xiaolei Chen“,”orcid“:”https://orcid.org/0000-0001-9060-5369},“机构”:[{“id”:https://openalex.org/I22716506“,”display_name“:”兰州理工大学“,”ror“:”https://ror.org/03panb555“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I22716506“]}],”国家“:[”CN“],”is_corresponding“:true,”raw_author_name“:”Xiaolei Chen“,”raw _ afiliation_strings“:[中国兰州理工大学电气与信息工程学院],”affiliations“:”兰州理工大学电气与信息工程学院,中国兰州“,“institution_ids”:[“https://openalex.org/I22716506“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5017051846“,”display_name“:”保宁曹“,”兽人“:”https://orcid.org/0000-0003-1572-4469},“机构”:[{“id”:https://openalex.org/I22716506“,”display_name“:”兰州理工大学“,”ror“:”https://ror.org/03panb555“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I22716506“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”曹保宁“,”raw_affiliation_strings“:[“兰州理工大学电气与信息工程学院,中国兰州”],“affiliations”:[{“raw_affilition_string”:“兰州理工大学电气与信息工程学院,中国兰州“,“institution_ids”:[“https://openalex.org/I22716506“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5023585194“,”display_name“:”Ishfaq Ahmad“,”orcid“:”https://orcid.org/0000-0001-9801-6462},“机构”:[{“id”:https://openalex.org/I189196454“,”display_name“:”德克萨斯大学阿灵顿分校“,”ror“:”https://ror.org/019kgqr73“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I189196454“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Ishfaq Ahmad“,”raw _affiliation_strings“:[“美国德克萨斯州阿灵顿市德克萨斯大学计算机科学与工程系”],”affiliations“:[{”raw _affiliation_string“:”美国德克萨斯州阿灵顿市德克萨斯大学计算机科学与工程系“,“institution_ids”:[“https://openalex.org/I189196454“]}]}],”countries_disticont_count“:2,”institutions_disticent_count”:2,“corresponding_author_ids”:[“https://openalex.org/A5000942225“],”对应的机构ID“:[”https://openalex.org/I22716506“],”apc_list“:{”value“:2100,”currency“:”USD“,”value_USD“:2100',”provenance“:”doaj“},”apc _payed“:{value”:2100,”current“:”美元“,”value_USD“:2100.”provenance:“doaj”},“has_fulltext”:true,“fulltext_origin”:“pdf”,“cited_by_count”:2,“citected_by_percentile_year”:{“min”:72,“max”:77},“:{”volume“:”2021“,”issue“:null,”first_page“:”1“,“last_page”:“12”}“is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T11165“,”display_name“:”多媒体内容中的图像质量评估“,”score“:0.9998,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T11165“,”display_name“:”多媒体内容中的图像质量评估“,”score“:0.9998,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11019“,”display_name“:”图像增强技术“,”score“:0.9952,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10741“,”“display_name”:“视频编码标准和技术的进步”,“score”:0.9891,“subfield”:{“id”:“https://openalex.org/subfields/1711“,”display_name“:”信号处理“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/http-adaptive-streaming网站“,”display_name“:”HTTP自适应流媒体“,”score“:0.536064},{”id“:”https://openalex.org/keywords/video-streaming网站“,”display_name“:”视频流“,”score“:0.527488},{”id“:”https://openalex.org/keywords/motion-eestimation网站“,”display_name“:”运动估计“,”score“:0.504114},{”id“:”https://openalex.org/keywords/scalable-video-coding“,”display_name“:”可缩放视频编码“,”score“:0.501174}],”concepts“:[{”id“:”https://openalex.org/C2778090530“,”wikidata“:”https://www.wikidata.org/wiki/Q2523931“,”display_name“:”Viewport“,”level“:2,”score“:0.97465},{”id“:”https://openalex.org/C41008148“,”wikidata“:”https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.91478205},{”id“:”https://openalex.org/C194969405“,”wikidata“:”https://www.wikidata.org/wiki/Q170519“,”display_name“:”虚拟现实“,”level“:2,”score“:0.5993896},{”id“:”https://openalex.org/C2776257435“,”wikidata“:”https://www.wikidata.org/wiki/Q1576430“,”display_name“:”带宽(计算)“,”level“:2,”score“:0.5768274},{”id“:”https://openalex.org/C108037233“,”wikidata“:”https://www.wikidata.org/wiki/Q11375“,”display_name“:”无线网络“,”level“:3,”score“:0.47644335},{”id“:”https://openalex.org/C79403827“,”wikidata“:”https://www.wikidata.org/wiki/Q3988“,”display_name“:”实时计算“,”level“:1,”score“:0.4743841},{”id“:”https://openalex.org/C2780165032“,”wikidata“:”https://www.wikidata.org/wiki/Q16869822“,”display_name“:”能耗“,”级别“:2,”分数“:0.44140258},{”id“:”https://openalex.org/C555944384“,”wikidata“:”https://www.wikidata.org/wiki/Q249“,”display_name“:”无线“,”级别“:2,”分数“:0.33337817},{”id“:”https://openalex.org/C31258907“,”wikidata“:”https://www.wikidata.org/wiki/Q1301371“,”display_name“:”计算机网络“,”level“:1,”score“:0.31514597},{”id“:”https://openalex.org/C154945302“,”wikidata“:”https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.1847688},{”id“:”https://openalex.org/C76155785“,”wikidata“:”https://www.wikidata.org/wiki/Q418“,”display_name“:”Telecommunications“,”level“:1,”score“:0.08736098},{”id“:”https://openalex.org/C18903297“,”wikidata“:”https://www.wikidata.org/wiki/Q7150“,”display_name“:”生态学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C86803240“,”wikidata“:”https://www.wikidata.org/wiki/Q420“,”display_name“:”Biology“,”level“:0,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1155/2021/8501990,“pdf_url”:https://downloads.hindawi.com/journals/misy/2021/8501990.pdf,“源”:{“id”:https://openalex.org/S152111507“,”display_name“:”移动信息系统杂志“,”issn_l“:”1574-017X“,”isn“:[”1574-077X“、”1875-905X“],”is_oa“:true,”is.in_doaj“:false,”host_organization“:”https://openalex.org/P4310318577“,”“host_organization_name”:“IOS新闻”,“host_organization_lineage”:[“https://openalex.org/P4310318577“],”host_organization_lineage_names“:[”IOS Press“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},{“is_oa”:false,“landing_page_url”:“https://doaj.org/article/4b2c216a1f1e44b9b7d211625b8ba262“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306401280“,”display_name“:”DOAJ(DOAJ:开放存取期刊目录)“,”issn_l“:null,”issn“:null:”is_oa“:true,”is_in_DOAJ“:false,”host_organization“:null,”host_organization_name“:null,“host_orgganization_lineage”:[],“host_orgganization _lineage_names”:[[],“type”:“repository”},“license”:null、“license_id”:null、“version”:null.、“is_accepted”:false、“is_published“:false}],”最佳位置“:{”is_oa“:true,”登录页面url“:”https://doi.org/10.1155/2021/8501990,“pdf_url”:https://downloads.hindawi.com/journals/misy/2021/8501990.pdf,“源”:{“id”:https://openalex.org/S152111507“,”display_name“:”移动信息系统杂志“,”issn_l“:”1574-017X“,”isn“:[”1574-077X“、”1875-905X“],”is_oa“:true,”is.in_doaj“:false,”host_organization“:”https://openalex.org/P4310318577“,”“host_organization_name”:“IOS新闻”,“host_organization_lineage”:[“https://openalex.org/P4310318577“],”host_organization_lineage_names“:[”IOS Press“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/8“,”display_name“:”体面工作和经济增长“,”score“:0.4}],”grants“:[{”funder“:”https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“61967012”},{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“61861027”},{“funder”:“https://openalex.org/F4320321001“,”funder_display_name“:”国家自然科学基金“,”award_id“:”61866022“}],”datasets“:[],”versions“:[],”referenced_works_count“:28,”referrenced_works“:[”https://openalex.org/W2066886934","https://openalex.org/W2125651279","https://openalex.org/W2140227114","https://openalex.org/W2169592462","https://openalex.org/W2287207825","https://openalex.org/W2523094016","https://openalex.org/W2913299000","https://openalex.org/W2943420393","https://openalex.org/W2952008338","https://openalex.org/W2954684697","https://openalex.org/W2963608065","https://openalex.org/W2998483788","https://openalex.org/W3004129389","https://openalex.org/W3006871938","https://openalex.org/W3032056119","https://openalex.org/W3035414587","https://openalex.org/W3047354607","https://openalex.org/W3083847600","https://openalex.org/W3091202141","https://openalex.org/W3128077504","https://openalex.org/W3129088219","https://openalex.org/W3134065753","https://openalex.org/W3138674438","https://openalex.org/W3141438256","https://openalex.org/W3148054486","https://openalex.org/W3159074940","https://openalex.org/W4237937173","https://openalex.org/W4243538177“],”related_works“:[”https://openalex.org/W4389095575","https://openalex.org/W4308233970","https://openalex.org/W4297575873","https://openalex.org/W4294975495","https://openalex.org/W4225714298","https://openalex.org/W3161069372","https://openalex.org/W3123914255","https://openalex.org/W2992753629","https://openalex.org/W2948809149","https://openalex.org/W2908978341“],”ngrams_url“:”https://api.openalex.org/works/W3211791014/ngrams“,”“abstract_inverted_index”:{“Live”:[0],“virtual”:[1],“reality”:[2],“(VR)”:[3],“streaming”:[4112],“(也称为,”:[5],“360度”:[6],“video”:[7,41,66153],“streeming)”:[8],“has”:[9,69],“become”:[10,45],“increased”:[11],“popular”:[12],“because”:[13],“of”:[14,16]8,94134169215],“该”:[15,26,30,39,51,60,77,83,91,95132135162167213],“快速”:[16],“增长”:[17],“头\u2010mounted”:[19],“显示”:[20],“和”:[21,29,62,86,89138148155196205],“5G”:[22],“联网”:[23],“部署”。“:[24],”“然而,”:[25,76],“巨大”:[27],“带宽”:[28,61,84203],“能量”:[31,63207],”需要“:[32],”到“:[33,5311530160],”交付“:[34],”直播“:[35110216],”VR“:[36,65111179217],‘帧’:[37],‘in’:[38113209],‘无线’:[40],‘传感器’:[42],‘网络’:[43128],”(WVSN)“:[44],”瓶颈“:[46],”制造“:[47],”it“:[48],”不可能“:[49],”对于“:[50109],”应用程序“:[52],”被“:[54],”部署“:[55],”更多“:[56],”广泛。“:[57],”To“:[58165],”solve“:[59],”challenges“,:[64],”viewport“:/67106],”prediction“:68,87107163198],”been“:[70],”proposed“:[71],”as“:[72],”a“:[73102124],”possible“:[74],”solution“。“:[75],”现有“:[78],”工作“:[79],”主要“:[80],”关注“:[81],”关于“:[82],”用法“:[85204],”准确性“:[88],”忽略“:[90],”资源“:[92192],”消耗“:[93208],”服务器。“:[96],“In”:[97119],“this”:[98],“study”:[99],“we”:[100121172],“propose”:[101],“lightweight”:[103127],“neural”:[104],“network-based”:[105],“method”:[108188],“WVSN”:[114],“crover”:[116],“these”:[117],“问题。“:[118],”special“,”:[120],“(1)”:[122],“use”:[123140],“compressed”:[125],“channel”:[126],”(C-GhostNet)“:[129],“reduce”:[131],“parameters”:[133],“whole”:[136],“model”:[137],“2”:[139],“an”:[141177],“improved”:[142],“gate”:[143],“recurrentic”:[144],“unit”:%145],“module”:[146],“(GRU-ECA)”:[147],“C-GhostNet”:[149],“进程”:[151],“数据”:[154158],“头部“:[156],”移动“:[157],”分别“:[159],”提高“:[161],”精确度。“:[164],”evaluate“:[166],”performance“:[168],”our“:[170187],”method“,”:[171],”conducted“:%173],”extensive“:174],”experiments“:[175183],”using“:[176],”open“:+178],”user“:/180],”dataset。“:[181],”The“:[182],”results“:[184],”demove“:[185],”that“:[186],”implements“:%189],”significant“:[190],”server“:[191],”saving“,”saling“:[193],”real-time“:[194],”performance“,”:[195],“high”:[197],”accuracy“:199],”while“:[200],”emplementing“:[201],”low“:[202206],”WVSN“:[210],“which”:[211],“meets”:[212],“requirement”:[214],“streaming。“:[218]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3211791014“,”counts_by_year“:[{”年份“:2023,”cited_by_count“:1},{”年“:2022,”cited_by_count”:1}],”更新日期“:“2024-06-17T06:57:30.077521”,”创建日期“:”2021-11-22“}