Age of Information (AoI) is a key metric to understand data freshness in Internet of Things (IoT) devices. In this paper we analyse an intermittently-powered IoT sensor - with mixed-memory (volatile and non-volatile) architecture - that uses a Time-Dependent Checkpointing (TDC) scheme. We derive the average Peak Age of Information (PAoI) and average AoI of the system, and use these metrics to understand which device parameters most significantly influence performance. We go on to consider how the average PAoI of a mixed-memory system compares with entirely volatile or entirely non-volatile architecture, and also introduce an alternative TDC strategy to improve system resilience in unpredictable environmental conditions.
翻译:信息时代(AoI)是了解互联网上物(IoT)装置数据新鲜度的关键衡量标准。本文分析的是间歇动力的IoT传感器,该传感器具有混合(挥发性和非挥发性)结构,采用时间-依赖性校验(TDC)办法。我们得出了该系统的平均峰值信息时代(PaoI)和平均AoI,并使用这些衡量标准来了解哪些装置参数对性能影响最大。我们接着考虑混合模擬系统的平均PaoI如何与完全不稳定或完全非挥发性结构相比,我们还引入了另一种TDC战略,以提高在不可预测的环境条件下的系统复原力。