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Edge caching and computing in 5G for mobile augmented reality and haptic internet

机译:用于移动增强现实和触觉互联网的5G边缘缓存和计算

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摘要

Deploying cache and computing resources in 5G mobile communication networks is considered an important way to reduce network transmission delay and redundant content transmission, improve content distribution efficiency and network computing processing capabilities. Through the construction of 5G user experience models for mobile augmented reality and tactile internet, the subjective expected experience of 5G users in mobile augmented reality applications is investigated. Based on the experimental results, the composition of mobile augmented reality, and the factors that affect 5G user, mobile 5G user experience model for augmented reality is as a design goal for mobile augmented reality. And research on mobile edge cloud computing powered by renewable energy. Based on the analysis of renewable energy, a 5G user computing task delay and power grid power consumption minimization model was established. It is decomposed into two sub-problems of computational resource allocation and task placement using alternating optimization. The sub-problems of computing tasks under renewable energy supply are obtained by solving the sub-problems. The experimental results show that the offload mode proposed in this paper is superior to the other two modes when the processing ratio before and after the task is less than 1, and the user contact frequency is greater than 0.0014. At the same time, it is obtained that the service node with higher mobility and larger computing power is allocated. The more workload, the more energy can be reduced in the network, thereby improving the performance of the system.
机译:在5G移动通信网络中部署高速缓存和计算资源被认为是降低网络传输延迟和冗余内容传输的重要方式,提高内容分配效率和网络计算处理能力。通过建设5G用户体验模型的移动增强现实和触觉互联网,调查了5G用户在移动增强现实应用中的主观预期体验。基于实验结果,移动增强现实的组成,以及影响5G用户的因素,用于增强现实的移动5G用户体验模型是移动增强现实的设计目标。可再生能源通用的移动边缘云计算研究。基于可再生能源的分析,建立了5G用户计算任务延迟和电网功耗最小化模型。它使用交替优化分解成计算资源分配和任务放置的两个子问题。通过解决子问题获得可再生能源下的计算任务的子问题。实验结果表明,当任务前后的处理比率小于1时,本文提出的卸载模式优于其他两种模式,并且用户接触频率大于0.0014。同时,获得具有更高移动性和更大计算能力的服务节点。工作量越多,网络中可以减少更多的能量,从而提高了系统的性能。

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