{"title":"车辆数字孪生网络中基于优先级的孪生间通信","authors":"Qasim Zia, Chenyu Wang, Saide Zhu, Yingshu Li","doi":"arxiv-2409.01683","DOIUrl":null,"url":null,"abstract":"With the advancement and boom of autonomous vehicles, vehicular digital twins\n(VDTs) have become an emerging research area. VDT can solve the issues related\nto autonomous vehicles and provide improved and enhanced services to users.\nRecent studies have demonstrated the potential of using priorities in acquiring\nimproved response time. However, since VDT is comprised of intra-twin and\ninter-twin communication, it leads to a reduced response time as traffic\ncongestion grows, which causes issues in the form of accidents. It would be\nencouraging if priorities could be used in inter-twin communication of VDT for\ndata sharing and processing tasks. Moreover, it would also be effective for\nmanaging the communication overhead on the digital twin layer of the cloud.\nThis paper proposes a novel priority-based inter-twin communication in VDT to\naddress this issue. We formulate the problem for priorities of digital twins\nand applications according to their categories. In addition, we describe the\npriority-based inter-twin communication in VDT in detail and algorithms for\npriority communication for intra-twin and inter-twin are designed,\nrespectively. Finally, experiments on different priority tasks are conducted\nand compared with two existing algorithms, demonstrating our proposed\nalgorithm's effectiveness and efficiency.","PeriodicalId":501280,"journal":{"name":"arXiv - CS - Networking and Internet Architecture","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Priority based inter-twin communication in vehicular digital twin networks\",\"authors\":\"Qasim Zia, Chenyu Wang, Saide Zhu, Yingshu Li\",\"doi\":\"arxiv-2409.01683\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the advancement and boom of autonomous vehicles, vehicular digital twins\\n(VDTs) have become an emerging research area. VDT can solve the issues related\\nto autonomous vehicles and provide improved and enhanced services to users.\\nRecent studies have demonstrated the potential of using priorities in acquiring\\nimproved response time. However, since VDT is comprised of intra-twin and\\ninter-twin communication, it leads to a reduced response time as traffic\\ncongestion grows, which causes issues in the form of accidents. It would be\\nencouraging if priorities could be used in inter-twin communication of VDT for\\ndata sharing and processing tasks. Moreover, it would also be effective for\\nmanaging the communication overhead on the digital twin layer of the cloud.\\nThis paper proposes a novel priority-based inter-twin communication in VDT to\\naddress this issue. We formulate the problem for priorities of digital twins\\nand applications according to their categories. In addition, we describe the\\npriority-based inter-twin communication in VDT in detail and algorithms for\\npriority communication for intra-twin and inter-twin are designed,\\nrespectively. Finally, experiments on different priority tasks are conducted\\nand compared with two existing algorithms, demonstrating our proposed\\nalgorithm's effectiveness and efficiency.\",\"PeriodicalId\":501280,\"journal\":{\"name\":\"arXiv - CS - Networking and Internet Architecture\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Networking and Internet Architecture\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.01683\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Networking and Internet Architecture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.01683","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Priority based inter-twin communication in vehicular digital twin networks
With the advancement and boom of autonomous vehicles, vehicular digital twins
(VDTs) have become an emerging research area. VDT can solve the issues related
to autonomous vehicles and provide improved and enhanced services to users.
Recent studies have demonstrated the potential of using priorities in acquiring
improved response time. However, since VDT is comprised of intra-twin and
inter-twin communication, it leads to a reduced response time as traffic
congestion grows, which causes issues in the form of accidents. It would be
encouraging if priorities could be used in inter-twin communication of VDT for
data sharing and processing tasks. Moreover, it would also be effective for
managing the communication overhead on the digital twin layer of the cloud.
This paper proposes a novel priority-based inter-twin communication in VDT to
address this issue. We formulate the problem for priorities of digital twins
and applications according to their categories. In addition, we describe the
priority-based inter-twin communication in VDT in detail and algorithms for
priority communication for intra-twin and inter-twin are designed,
respectively. Finally, experiments on different priority tasks are conducted
and compared with two existing algorithms, demonstrating our proposed
algorithm's effectiveness and efficiency.