Age-of-Information Dependent Random Access for Massive IoT Networks

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)(2020)

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摘要
As the most well-known application of the Internet of Things (IoT), remote monitoring is now pervasive. In these monitoring applications, information usually has a higher value when it is fresher. A new metric, termed the age of information (AoI), has recently been proposed to quantify the information freshness in various IoT applications. This paper concentrates on the design and analysis of age-oriented random access for massive IoT networks. Specifically, we devise a new stationary threshold-based age-dependent random access (ADRA) protocol, in which each IoT device accesses the channel with a certain probability only when its instantaneous AoI exceeds a predetermined threshold. We manage to evaluate the average AoI of the proposed ADRA protocol mathematically by decoupling the tangled AoI evolution of multiple IoT devices and modelling the decoupled AoI evolution of each device as a Discrete-Time Markov Chain. Simulation results validate our theoretical analysis and affirm the superior age performance of the proposed ADRA protocol over the state-of-the-art age-oriented random access schemes.
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关键词
age-of-information dependent random access,massive IoT networks,remote monitoring,monitoring applications,information freshness,IoT applications,stationary threshold-based age-dependent random access protocol,IoT device,instantaneous AoI,average AoI,ADRA protocol,tangled AoI evolution,multiple IoT devices,decoupled AoI evolution,superior age performance,age-oriented random access schemes
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