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Task Offloading Oriented Cluster Generation Scheme in Vehicular Networks

文献类型：期刊论文

作者Shen, Rujing1,2; Gao, Mingjin1; Li, Wei3; Li, Yonghui4
刊名IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
出版日期2024-06-01
卷号73期号:6页码:9142-9146
关键词Task analysis Delays Optimization Collaboration Iterative methods Stability criteria Convex functions Vehicular networks cluster generating task offloading alternating iterative algorithm
ISSN号0018-9545
DOI10.1109/TVT.2024.3358792
英文摘要In the ever-expanding and collaborative vehicular network, the formation of vehicle clusters is crucial for maintaining stable communications within each cluster. However, traditional cluster generation schemes often prioritize prolonged maintenance time rather than the better collaboration performance. This is due to the inherent conflict between extended maintenance and optimal collaboration. To tackle this issue, a novel cluster generation scheme is introduced with a specific focus on collaboration, particularly task offloading. The scheme jointly optimizes task offloading and cluster generating decisions to minimize the total task execution delay, while considering the cluster stability issue. Moreover, to ensure efficient resource utilization for vehicles with limited resources, the scheme jointly optimizes the allocation of computing resource and transmission power. To solve the optimization problem, an alternating iterative algorithm with fast convergence is designed. Numerical results demonstrate that, compared with the baseline schemes, the proposed scheme can achieve the minimum total task execution delay and enhance cluster stability.
资助项目Youth Innovation Promotion Association, Chinese Academy of Sciences
WOS研究方向Engineering ; Telecommunications ; Transportation
语种英语
WOS记录号WOS:001252619600008
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/39675]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Gao, Mingjin
作者单位1.Chinese Acad Sci, Inst Comp Technol, State Key Lab Processors, Beijing 100864, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100040, Peoples R China
3.China Univ Petr, Beijing 102249, Peoples R China
4.Univ Sydney, Camperdown, NSW 2050, Australia
推荐引用方式
GB/T 7714		 Shen, Rujing,Gao, Mingjin,Li, Wei,et al. Task Offloading Oriented Cluster Generation Scheme in Vehicular Networks[J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,2024,73(6):9142-9146.
APA Shen, Rujing,Gao, Mingjin,Li, Wei,&Li, Yonghui.(2024).Task Offloading Oriented Cluster Generation Scheme in Vehicular Networks.IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,73(6),9142-9146.
MLA Shen, Rujing,et al."Task Offloading Oriented Cluster Generation Scheme in Vehicular Networks".IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 73.6(2024):9142-9146.

入库方式： OAI收割

来源：计算技术研究所

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