移动通信2025，Vol.49Issue(3)：55-60,6.DOI:10.3969/j.issn.1006-1010.20250114-0004
基于通感算智一体化的工业互联网资源分配机制研究
Resource Allocation Optimization for Industrial Internet of Things Based on Integrated Sensing,Communication,Computing and Intelligence
摘要
Abstract
In recent years,significant advancements in the industrial Internet of Things(IIoT)have accelerated the transformation of the manufacturing sector.However,IIoT environments still face challenges such as rigid sensing mechanisms,inflexible communication configurations,insufficient task coordination,and suboptimal computational accuracy.To address these issues,this study proposes a multi-dimensional resource integration framework that seamlessly coordinates sensing,communication,computing,and intelligence.The resource allocation problem is formulated as a mixed-integer optimization model that simultaneously minimizes the overall latency and maximizes intelligent processing accuracy.To efficiently solve this problem,a heuristic algorithm is developed.Simulation results demonstrate the effectiveness and superiority of the proposed approach.关键词
工业互联网/资源分配/联合优化Key words
Industrial Internet of Things/resource allocation/joint optimization分类
电子信息工程引用本文复制引用
杨煜天,谢人超,崔佳怡,唐琴琴,黄韬..基于通感算智一体化的工业互联网资源分配机制研究[J].移动通信,2025,49(3):55-60,6.基金项目
国家自然科学基金项目"工业互联网GAI"(92367104) （92367104）
