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Energy Efficient Heterogeneous Cellular Networks

机译:高效节能的异构蜂窝网络

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With the exponential increase in mobile internet traffic driven by a new generation of wireless devices, future cellular networks face a great challenge to meet this overwhelming demand of network capacity. At the same time, the demand for higher data rates and the ever-increasing number of wireless users led to rapid increases in power consumption and operating cost of cellular networks. One potential solution to address these issues is to overlay small cell networks with macrocell networks as a means to provide higher network capacity and better coverage. However, the dense and random deployment of small cells and their uncoordinated operation raise important questions about the energy efficiency implications of such multi-tier networks. Another technique to improve energy efficiency in cellular networks is to introduce active/sleep (on/off) modes in macrocell base stations. In this paper, we investigate the design and the associated tradeoffs of energy efficient cellular networks through the deployment of sleeping strategies and small cells. Using a stochastic geometry based model, we derive the success probability and energy efficiency in homogeneous macrocell (single-tier) and heterogeneous K-tier wireless networks under different sleeping policies. In addition, we formulate the power consumption minimization and energy efficiency maximization problems, and determine the optimal operating regimes for macrocell base stations. Numerical results confirm the effectiveness of switching off base stations in homogeneous macrocell networks. Nevertheless, the gains in terms of energy efficiency depend on the type of sleeping strategy used. In addition, the deployment of small cells generally leads to higher energy efficiency but this gain saturates as the density of small cells increases. In a nutshell, our proposed framework provides an essential understanding on the deployment of future green heterogeneous networks.
机译:随着新一代无线设备的推动,移动互联网流量呈指数级增长,未来的蜂窝网络面临巨大的挑战,难以满足网络容量的这一巨大需求。同时,对更高数据速率的需求和不断增长的无线用户数量导致蜂窝网络的功耗和运营成本迅速增加。解决这些问题的一种潜在解决方案是将小蜂窝网络与宏蜂窝网络重叠,以提供更高的网络容量和更好的覆盖范围。但是,小型小区的密集和随机部署及其不协调的操作提出了有关此类多层网络的能效含义的重要问题。提高蜂窝网络中的能量效率的另一种技术是在宏蜂窝基站中引入活动/睡眠(开/关)模式。在本文中,我们将通过部署睡眠策略和小型蜂窝小区来研究节能蜂窝网络的设计和相关权衡。使用基于随机几何的模型,我们得出了在不同的睡眠策略下,同质宏小区(单层)和异构K层无线网络的成功概率和能效。此外,我们制定了功耗最小化和能量效率最大化的问题,并确定了宏蜂窝基站的最佳工作方案。数值结果证实了在同质宏小区网络中关闭基站的有效性。但是,在能效方面的收益取决于所使用的睡眠策略的类型。此外,部署小型蜂窝通常会提高能源效率,但是随着小型蜂窝密度的增加,这种增益就会饱和。简而言之,我们提出的框架对未来的绿色异构网络的部署提供了基本的了解。

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