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Evaluation of the Accuracy of a Bounded Physical Interference Model for Multi-Hop Wireless Networks

机译:多跳无线网络有界物理干扰模型精度的评估

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摘要

In this paper, we consider the accuracy of bounded physical interference models for use in multi-hop wireless networks. In these models, physical interference is accounted for but only for a subset of nodes around each receiver, and interference from farther transmitters is ignored. These models are very often used, both in theoretical analyses and simulations, with an "interference range" that defines the distance from a receiver beyond which interference is ignored. In this paper, we prove that, if the interference range is chosen as any unbounded increasing function of the number of nodes in the network, the total ignored interference converges to zero as the number of nodes approaches infinity. This result is proven under both constant node density and uniform random node distribution assumptions. We also prove that, if the interference range is considered to be a constant, e.g. a multiple of the transmission range, the total ignored interference does not converge to zero and, in fact, can be several orders of magnitude greater than the noise for networks of moderate size. The theoretical results are enhanced by simulations, which evaluate the bounded models relative to the true physical interference model and demonstrate, empirically, that slowly increasing interference ranges are necessary and sufficient to achieve good accuracy. Our results also demonstrate that a scheduling algorithm that considers a fixed interference range will produce schedules with a very high percentage of failing transmissions, which would have substantial negative impacts on performance and fairness in such networks.
机译:在本文中,我们考虑了用于多跳无线网络的有界物理干扰模型的准确性。在这些模型中,只考虑了物理干扰,但仅考虑了每个接收器周围节点的子集,而忽略了来自更远发送器的干扰。这些模型在理论分析和仿真中都经常使用,其“干扰范围”定义了到接收器的距离,超出该距离可以忽略干扰。在本文中,我们证明,如果将干扰范围选择为网络中节点数量的任何无限制的递增函数,则当节点数量接近无穷大时,忽略的总干扰将收敛为零。在恒定节点密度和均匀随机节点分布假设下都证明了这一结果。我们还证明,如果干扰范围被认为是一个常数,例如如果忽略不计,则总的忽略干扰不会收敛为零,实际上,可能比中等规模网络的噪声大几个数量级。通过仿真可以提高理论结果,仿真可以评估有限模型相对于真实的物理干扰模型,并通过经验证明,缓慢增加干扰范围对于实现良好的精度是必要且充分的。我们的结果还表明,考虑固定干扰范围的调度算法将产生具有很高百分比的失败传输的调度,这将对此类网络的性能和公平性产生重大负面影响。

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