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Goal-Oriented Multiple Access Connectivity for Networked Intelligent Systems
EURECOM, France.
Linköping University, Department of Computer and Information Science, Database and information techniques. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0003-4416-7702
EURECOM, France; Univ Granada, Spain.
2024 (English)In: IEEE Communications Letters, ISSN 1089-7798, E-ISSN 1558-2558, Vol. 28, no 8, p. 1795-1799Article in journal (Refereed) Published
Abstract [en]

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.

Place, publisher, year, edition, pages
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC , 2024. Vol. 28, no 8, p. 1795-1799
Keywords [en]
Signal to noise ratio; Decision making; Sensors; Noise measurement; Semantics; Monitoring; Intelligent systems; Goal-oriented multiple access; semantic update acquisition; optimal activation probability; decision-making
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:liu:diva-207464DOI: 10.1109/LCOMM.2024.3415711ISI: 001292738900012OAI: oai:DiVA.org:liu-207464DiVA, id: diva2:1896466
Note

Funding Agencies|European Research Council (ERC) under the EU's Horizon 2020 research and innovation programme [101003431]

Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-10

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CiteExportLink to record
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Citation style
  • apa
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  • de-DE
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  • nn-NB
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  • Other locale
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Output format
  • html
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  • asciidoc
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