Freshness on Demand: Optimizing Age of Information for the Query Process

11/02/2020
by   Josefine Holm, et al.
0

Age of Information (AoI) has become an important concept in communications, as it allows system designers to measure the freshness of the information available to remote monitoring or control processes. However, its definition tacitly assumed that new information is used at any time, which is not always the case and the instants at which information is collected and used are dependent on a certain query process. We propose a model that accounts for the discrete time nature of many monitoring processes, considering a pull-based communication model in which the freshness of information is only important when the receiver generates a query. We then define the Age of Information at Query (QAoI), a more general metric that fits the pull-based scenario, and show how its optimization can lead to very different choices from traditional push-based AoI optimization when using a Packet Erasure Channel (PEC).

READ FULL TEXT
research
05/14/2021

Query Age of Information: Freshness in Pull-Based Communication

Age of Information (AoI) has become an important concept in communicatio...
research
04/28/2022

Discrete Packet Management: Analysis of Age of Information of Discrete Time Status Updating Systems

In this paper, we consider performing packet managements in discrete tim...
research
05/11/2020

Remote Short Blocklength Process Monitoring: Trade-off Between Resolution and Data Freshness

In cyber-physical systems, as in 5G and beyond, multiple physical proces...
research
11/03/2021

Pull or Wait: How to Optimize Query Age of Information

We study a pull-based status update communication model where a source n...
research
03/01/2023

Distortion Minimization with Age of Information and Cost Constraints

We consider a source monitoring a stochastic process with a transmitter ...
research
04/25/2023

Focusing on Information Context for ITS using a Spatial Age of Information Model

New technologies for sensing and communication act as enablers for coope...
research
11/10/2020

Correlated Age-of-Information Bandits

We consider a system composed of a sensor node tracking a time varying q...

Please sign up or login with your details

Forgot password? Click here to reset