We study the dynamic behavior of frameless ALOHA, both in terms of throughput and age of information (AoI). In particular, differently from previous studies, our analysis accounts for the fact that the number of terminals contending the channel may vary over time, as a function of the duration of the previous contention period. The stability of the protocol is analyzed via a drift analysis, which allows us to determine the presence of stable and unstable equilibrium points. We also provide an exact characterization of the AoI performance, through which we determine the impact of some key protocol parameters, such as the maximum length of the contention period, on the average AoI. Specifically, we show that configurations of parameters that maximize the throughput may result in a degradation of the AoI performance.
翻译:我们研究了无框架的ALOHA的动态行为,包括信息输送量和信息年龄(AoI)。特别是,与以往的研究不同,我们的分析认为,随着时间的变化,与该频道竞争的终端数量可能会随着时间的变化而变化,这取决于上一个争议期的长短。协议的稳定性通过漂移分析加以分析,从而使我们能够确定稳定和不稳定的平衡点的存在。我们还对AoI的性能作了精确的描述,通过这种描述,我们确定一些关键协议参数的影响,例如争议期的最长长度对AoI的平均影响。具体地说,我们表明,最大限度地增加吞吐量的参数配置可能导致AoI性能的退化。