English

Goal-Oriented Multiple Access Connectivity for Networked Intelligent Systems

Information Theory 2024-06-17 v2 Networking and Internet Architecture math.IT

Abstract

We design a self-decision goal-oriented multiple access scheme, where sensing agents observe a common event and individually decide to communicate the event's attributes as updates to the monitoring agents, to satisfy a certain goal. Decisions are based on the usefulness of updates, generated under uniform, change- and semantics-aware acquisition, as well as statistics and updates of other agents. We obtain optimal activation probabilities and threshold criteria for decision-making under all schemes, maximizing a grade of effectiveness metric. Alongside studying the effect of different parameters on effectiveness, our simulation results show that the self-decision scheme may attain at least 92% of optimal performance.

Keywords

Cite

@article{arxiv.2401.10614,
  title  = {Goal-Oriented Multiple Access Connectivity for Networked Intelligent Systems},
  author = {Pouya Agheli and Nikolaos Pappas and Marios Kountouris},
  journal= {arXiv preprint arXiv:2401.10614},
  year   = {2024}
}

Comments

Accepted for publication in IEEE Communications Letters

R2 v1 2026-06-28T14:21:26.538Z