基于机会频谱共享的无线虚拟化资源分配

Mao Yang, Yong Li, Depeng Jin, Jian Yuan, L. Su, Lieguang Zeng
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引用次数: 50

摘要

无线虚拟化是一种很有前景的解决无线网络频谱危机的方法,它使多个无线虚拟网络在共享的无线基片资源上并行运行。然而,为了有效利用底层频谱,需要将物理频谱资源有效地分配给多个虚拟网络。由于机会频谱共享使无线通信更加智能和高效,我们提出了一种基于机会频谱共享的无线虚拟化资源分配方案。首先,我们利用机会频谱共享将资源分配问题表述为NP-Hard整数规划。然后,我们提出了一种动态规划算法和一种启发式算法来求解该问题。仿真结果验证了算法的优越性,表明机会频谱共享在降低虚拟网络支付的同时,显著提高了虚拟网络的收入、资源利用率和接受率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Opportunistic Spectrum Sharing Based Resource Allocation for Wireless Virtualization
Wireless virtualization has been proposed as a promising way to overcome the current plight of the wireless network, i.e. spectrum crisis, by enabling multiple concurrent wireless virtual networks running on shared wireless substrate resource. However, making efficient use of the underlying spectrum requires effectively assigning the physical spectrum resources to several virtual networks. Since opportunistic spectrum sharing makes wireless communication more intelligent and efficient, we present an opportunistic spectrum sharing based resource allocation scheme for wireless virtualization. First, we formulate the resource allocation problem as an NP-Hard integer program through employing opportunistic spectrum sharing. Then, we propose a dynamic programming algorithm and a heuristic algorithm to solve it. Simulation results confirm the advantage of our algorithms and show that opportunistic spectrum sharing significantly improves the revenue, resource utilization and accept rate while decreasing the payments of virtual networks.
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