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Wireless Powered Mobile Edge Computing: Offloading Or Local Computation?
IEEE Communications Letters ( IF 4.1 ) Pub Date : 2020-11-01 , DOI: 10.1109/lcomm.2020.3012102
Constantinos Psomas , Ioannis Krikidis

Mobile-edge computing (MEC) and wireless power transfer are technologies that can assist in the implementation of next generation wireless networks, which will deploy a large number of computational and energy limited devices. In this letter, we consider a point-to-point MEC system, where the device harvests energy from the access point’s (AP’s) transmitted signal to power the offloading and/or the local computation of a task. By taking into account the non-linearities of energy harvesting, we provide analytical expressions for the probability of successful computation and for the average number of successfully computed bits. Our results show that a hybrid scheme of partial offloading and local computation is not always efficient. In particular, the decision to offload and/or compute locally, depends on the system’s parameters such as the distance to the AP and the number of bits that need to be computed.

中文翻译:

无线供电移动边缘计算:卸载还是本地计算?

移动边缘计算 (MEC) 和无线电力传输是可以帮助实现下一代无线网络的技术,这些网络将部署大量计算和能源受限的设备。在这封信中,我们考虑了一个点对点 MEC 系统,其中设备从接入点 (AP) 传输的信号中获取能量,以为任务的卸载和/或本地计算提供动力。通过考虑能量收集的非线性,我们提供了成功计算概率和成功计算位的平均数的解析表达式。我们的结果表明,部分卸载和本地计算的混合方案并不总是有效的。特别是,决定卸载和/或本地计算,
更新日期:2020-11-01
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