Deep Reinforcement Learning for AoI minimization in UAV-aided data collection for WSN and IoT: A survey

OA Amodu, C Jarray, RAR Mahmood… - IEEE …, 2024 - ieeexplore.ieee.org
Deep reinforcement learning (DRL) has emerged as a promising technique for optimizing
the deployment of unmanned aerial vehicles (UAVs) for data collection in wireless sensor …

Strategic age of information aware interaction over a relay channel

F Chiariotti, L Badia - IEEE Transactions on Communications, 2023 - ieeexplore.ieee.org
Age of Information (AoI) is a metric often used to represent the freshness of the information
exchanged between a sensing source and a receiver. We consider a system where these …

A game of ages for slotted ALOHA with capture

L Badia, A Zanella, M Zorzi - IEEE Transactions on Mobile …, 2023 - ieeexplore.ieee.org
Within a recent line of research, age of information is supported as an alternate network
performance metric with respect to throughput or delay, to evaluate the performance of …

Status update scheduling in remote sensing under variable activation and propagation delays

L Badia, A Zancanaro, G Cisotto, A Munari - Ad Hoc Networks, 2024 - Elsevier
Sensor data exchanges in IoT applications can experience a variable delay due to changes
in the communication environment and sharing of processing capabilities. This variability …

Optimizing urgency of information through resource constrained joint sensing and transmission

Z Ju, P Rafiee, O Ozel - Entropy, 2022 - mdpi.com
Applications requiring services from modern wireless networks, such as those involving
remote control and supervision, call for maintaining the timeliness of information flows …

[HTML][HTML] Age of information for remote sensing with uncoordinated finite-horizon access

P Hegde, L Badia, A Munari - ICT Express, 2024 - Elsevier
We analyze a remote sensing system in the Internet of things, where uncoordinated nodes
send status updates to a common receiver to achieve information freshness, quantified …

Game theoretic analysis of AoI efficiency for participatory and federated data ecosystems

A Buratto, A Mora, A Bujari… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
We investigate the Age of Information (AoI) of status updates, resulting from the convergence
of multiple and federated data sources subject to both independent and voluntary …

Machine learning misclassification within status update optimization

A Buratto, B Yivli, L Badia - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
This paper explores the optimization of status updates in sensing systems, focusing on
misclassification in machine learning (ML) models. Previous research has primarily tackled …

It is rude to ask a sensor its age-of-information: Status updates against an eavesdropping node

L Crosara, N Laurenti, L Badia - 2023 International Balkan …, 2023 - ieeexplore.ieee.org
We consider periodical status updates between a transmitter and a legitimate receiver, in the
presence of an eavesdropper that is sometimes able to capture pieces of information. We …

Analysis of age of information in slotted ALOHA networks with different strategic backoff schemes

A Buratto, L Badia - 2023 IEEE 28th International Workshop on …, 2023 - ieeexplore.ieee.org
Status update freshness in slotted ALOHA networks is an important issue for Internet of
things scenarios with large number of nodes and uncoordinated access. We compare the …