Heavy-tail conjecture for unbounded signal power in SIR models

Let x0x_0 be the desired transmitter, let (x0)\ell(x_0) be its path-loss term, let Ps(θ)P_{\rm s}(\theta) denote the success probability at SIR threshold θ\theta, and let δ\delta be the path-loss parameter. The reciprocal 1/(x0)1/\ell(x_0) describes the inverse mean signal power.

Heavy-tail conjecture.

0supp(1/(x0))Ps(θ)=Θ(θδ),θ.0\in\operatorname{supp}(1/\ell(x_0)) \quad \Longleftrightarrow \quad P_{\rm s}(\theta)=\Theta(\theta^{-\delta}),\quad\theta\to\infty.

The claim predicts a power-law upper tail with exponent δ\delta exactly when the mean signal power can become arbitrarily large. The source states it as one of three conjectures summarizing its cellular and ad hoc asymptotic results; its resolution is not specified.

Sources & referencesView supporting material

Primary source

Anjin Guo, Martin Haenggi and Radha Krishna Ganti, “SIR Asymptotics in General Network Models”, arXiv:1611.04704 (2016).

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