Multi-Access Edge Computing using Mode Division Multiple Access

Lei Wang, Haizhou Wang, Xue Jiang, Jingwu Cui, B. Zheng
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引用次数: 0

Abstract

In order to meet the demand for bigger data and lower time of processing data in future industry and daily life, the paper proposes a scheme combining multi-access edge computing (MEC) and mode division multiple access (MDMA). To greatly reduce the MEC system transmission and data processing time of a scenario where multiple devices offload the large amount of data onto the MEC server within the coverage area of base station, modes are used as new communication resources with frequency to form resources blocks which will be allocated. Because the model of MEC system using MDMA contains continuous and boolean variables and the exclusive constraints about using resources blocks, the paper proposes an algorithm combining modified differential evolution (DE), tournament selection (TS) and logical operation, which has a great performance.
使用模式划分多址的多址边缘计算
为了满足未来工业和日常生活中对更大数据量和更短数据处理时间的需求,本文提出了一种多址边缘计算(MEC)和模分多址(MDMA)相结合的方案。在基站覆盖范围内多台设备将大量数据卸载到MEC服务器的场景下,为了大大减少MEC系统传输和数据处理时间,将模式作为新的通信资源与频率结合,形成资源块进行分配。针对基于MDMA的MEC系统模型中包含连续变量和布尔变量以及资源块使用的排他约束,本文提出了一种结合改进差分进化(DE)、竞赛选择(TS)和逻辑运算的算法,该算法具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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