Non-linear Age of Information in a Discrete Time Queue: Stationary Distribution and Average Performance Analysis

20 Feb 2020  ·  Kosta Antzela, Pappas Nikolaos, Ephremides Anthony, Angelakis Vangelis ·

This paper considers a status update communication system consisting of a source-destination link with timeliness requirements. First, we study the properties of a sample path of the age of information (AoI) process at the destination. Under the assumption of ergodicity, we obtain a general formula of the stationary distribution of the AoI. We relate this result to a discrete time queueing system and provide a general expression of the generating function of AoI in relation with the system time and the peak age of information (PAoI). Furthermore, we consider the first-come-first-served (FCFS) Geo/Geo/1 queue and we obtain closed-form expressions of the generating functions and the stationary distributions of the AoI and the PAoI. We built upon these results to provide a methodology for analyzing general non-linear age functions for this type of systems.

PDF Abstract
No code implementations yet. Submit your code now

Categories


Networking and Internet Architecture Information Theory Information Theory

Datasets


  Add Datasets introduced or used in this paper