The Outage Probability of a Finite Ad Hoc Network in Nakagami Fading

TL;DR

This paper derives an exact expression for the outage probability in finite ad hoc networks with Nakagami fading, accounting for spatial distribution, interference, and shadowing, providing insights into network performance under various conditions.

Contribution

It introduces a new exact formula for outage probability in finite ad hoc networks with Nakagami fading, considering spatial distribution and shadowing effects.

Findings

Outage probability depends on node placement and fading parameters.

Receiver location significantly impacts network performance.

Fading and attenuation laws influence outage and capacity metrics.

Abstract

An ad hoc network with a finite spatial extent and number of nodes or mobiles is analyzed. The mobile locations may be drawn from any spatial distribution, and interference-avoidance protocols or protection against physical collisions among the mobiles may be modeled by placing an exclusion zone around each radio. The channel model accounts for the path loss, Nakagami fading, and shadowing of each received signal. The Nakagami m-parameter can vary among the mobiles, taking any positive value for each of the interference signals and any positive integer value for the desired signal. The analysis is governed by a new exact expression for the outage probability, defined to be the probability that the signal-to-interference-and-noise ratio (SINR) drops below a threshold, and is conditioned on the network geometry and shadowing factors, which have dynamics over much slower timescales than the fading. By averaging over many network and shadowing realizations, the average outage probability and transmission capacity are computed. Using the analysis, many aspects of the network performance are illuminated. For example, one can determine the influence of the choice of spreading factors, the effect of the receiver location within the finite network region, and the impact of both the fading parameters and the attenuation power laws.