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Effective Communication: When to Pull Updates?
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
Aalborg Univ, Denmark.
EURECOM, France.
2024 (English)In: ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, IEEE , 2024, p. 183-188Conference paper, Published paper (Refereed)
Abstract [en]

We study a pull-based communication system where a sensing agent updates an actuation agent using a query control policy, which is adjusted in the evolution of an observed information source and the usefulness of each update for achieving a specific goal. For that, a controller decides whether to pull an update at each slot, predicting what is probably occurring at the source and how much effective impact that update could have at the endpoint. Thus, temporal changes in the source evolution could modify the query arrivals to capture important updates. The amount of impact is determined by a grade of effectiveness (GoE) metric, which incorporates both freshness and usefulness attributes of the communicated updates. Applying an iterative algorithm, we derive query decisions that maximize the long-term average GoE for the communicated packets, subject to cost constraints. Our analytical and numerical results show that the proposed query policy exhibits higher effectiveness than existing periodic and probabilistic query policies for a wide range of query arrival rates.

Place, publisher, year, edition, pages
IEEE , 2024. p. 183-188
Series
IEEE International Conference on Communications, ISSN 1550-3607, E-ISSN 1938-1883
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-212048DOI: 10.1109/ICC51166.2024.10622492ISI: 001300022500031Scopus ID: 2-s2.0-85200806204ISBN: 9781728190549 (electronic)ISBN: 9781728190556 (print)OAI: oai:DiVA.org:liu-212048DiVA, id: diva2:1942534
Conference
59th Annual IEEE International Conference on Communications (IEEE ICC), Denver, CO, jun 09-13, 2024
Note

Funding Agencies|European Research Council (ERC) under the European Union [101003431]; VR, ELLIIT; European Union (ETHER) [101096526]; Velux Foundation, Denmark

Available from: 2025-03-05 Created: 2025-03-05 Last updated: 2025-03-05

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Total: 81 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf