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Information Theoretic Operating Regimes of Large Wireless Networks

机译:大型无线网络的信息理论制度

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In analyzing the point-to-point wireless channel, insights about two qualitatively different operating regimes - bandwidth- and power-limited-have proven indispensable in the design of good communication schemes. In this paper, we propose a new scaling law formulation for wireless networks that allows us to develop a theory that is analogous to the point-to-point case. We identify fundamental operating regimes of wireless networks and derive architectural guidelines for the design of optimal schemes. Our analysis shows that in a given wireless network with arbitrary size, area, power, etc., there are three parameters of importance: the short-distance SNR, the long-distance SNR, and the power path loss exponent. Depending on these parameters we identify four qualitatively different regimes. One of these regimes is especially interesting since it is fundamentally a consequence of the heterogeneous nature of links in a network and does not occur in the point-to-point case; the network capacity is both power- and bandwidth-limited. This regime has thus far remained hidden due to the limitations of the existing formulation. Existing schemes, either multihop transmission or hierarchical cooperation, fail to achieve capacity in this regime; we propose a new hybrid scheme that achieves capacity.
机译:在分析点至点的无线通道,大约两个性质不同的操作方式的见解 - 带宽和功率受限,已经证明良好的沟通方案的设计是必不可少的。在本文中,我们为无线网络提出了一种新的扩展法制定,使我们能够开发一种类似于点对点案例的理论。我们识别无线网络的基本操作制度,并导出了最佳方案设计的架构指导。我们的分析表明,在给定的无线网络中,具有任意大小,区域,功率等,有三个重要性参数:短距离SNR,长距离SNR和电源路径损耗指数。根据这些参数,我们确定了四个定性不同的制度。其中一个制度特别有趣,因为它基本上是网络中链接的异质性质的结果,并且在点对点案件中不会发生;网络容量既是电源和带宽限制。由于现有配方的局限性,这一制度仍然存在隐藏。现有方案,多跳传输或分层合作,未能在此制度中实现容量;我们提出了一种新的混合动力车方案,实现了能力。

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