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SDN-based Efficient Bandwidth Allocation for Caching Enabled Cognitive Radio Networks

机译:基于SDN的高效带宽分配,用于缓存的认知无线电网络

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In a cognitive radio network (CRN), allocating spectrum resources to terminals is a fundamental problem due to dynamic characteristics of wireless spectrum. However, distributed spectrum allocation schemes are usually sub-optimal due to lack of global information, and existing centralized schemes merely assume the existence of global information collection method without implementing the protocol. In this paper, we propose to use SDN framework for bandwidth allocation and global information collection. Our system, called software defined multi-hop cognitive radio network (SDM-CRN), has a centralized controller executing high level strategies of resource allocation by communicating with the terminals via the OpenFlow protocol. In SDM-CRN, all routers have caching capabilities so that a user request may be satisfied by local routers. Consequently, the traffic in CRNs may be unicast, muticast, converge-cast or hybrid. To satisfy these traffic demands, SDM-CRN jointly optimizes the selection of radio interfaces, channels, and power levels. We conjecture that this problem is NP-hard, and propose a heuristic algorithm. This algorithm constructs a 4-dimensional conflict graph (4-DCG), generates a set of maximal independent sets, and allocates spectrum to terminals by linear programming. Extensive simulations show that SDM-CRN can efficiently utilize the bandwidth and improve the user experience in multi-hop CRNs.
机译:在认知无线电网络(CRN)中,由于无线频谱的动态特性,将频谱资源分配给终端是一个基本问题。然而,由于缺乏全局信息,分布式频谱分配方案通常是由于缺乏全局信息而次优,并且现有的集中方案仅假设存在全局信息收集方法而不实现协议。在本文中,我们建议使用SDN框架进行带宽分配和全局信息收集。我们的系统称为软件定义的多跳认知无线电网络(SDM-CRN),具有通过OpenFlow协议与终端通信来执行资源分配的高级策略的集中控制器。在SDM-CRN中,所有路由器都有缓存功能,以便本地路由器可以满足用户请求。因此,CRN中的流量可以是单播,旋像,汇总或混合。为了满足这些业务需求,SDM-CRN联合优化无线电接口,通道和功率电平的选择。我们猜测这个问题是NP-Hard,并提出了一种启发式算法。该算法构造了4维冲突图(4-DCG),通过线性编程生成一组最大独立集,并将频谱分配给终端。广泛的模拟表明,SDM-CRN可以有效地利用带宽并改善多跳CRN中的用户体验。

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