Random Access and Virtual Resource Allocation in Software-Defined Cellular Networks With Machine-to-Machine Communications

Random Access and Virtual Resource Allocation in Software-Defined Cellular Networks With Machine-to-Machine Communications
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具有机器对机器通信的软件定义蜂窝网络中的随机接入和虚拟资源分配

DOI:
10.1109/tvt.2016.2633525
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发表时间:
2017-07
影响因子:
6.8
通讯作者:
Yao Haipeng
Yao Haipeng
中科院分区:
计算机科学2区
文献类型:
--
作者:
Li Meng;Yu F. Richard;Si Pengbo;Sun Enchang;Zhang Yanhua;Yao Haipeng

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Machine-to-machine (M2M) communications have attracted great attention from both academia and industry. In this paper, with recent advances in wireless network virtualization and software-defined networking (SDN), we propose a novel framework for M2M communications in software-defined cellular networks with wireless network virtualization. In the proposed framework, according to different functions and quality-of-service (QoS) requirements of machine-type communication devices, a hypervisor enables the virtualization of the physical M2M network, which is abstracted and sliced into multiple virtual M2M networks. In addition, we develop a decision-theoretic approach to optimize the random access process of M2M communications. Furthermore, we develop a feedback and control loop to dynamically adjust the number of resource blocks that are used in the random access phase in a virtual M2M network by the SDN controller. Extensive simulation results with different system parameters are presented to show the performance of the proposed scheme.
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