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Control of Status Updates for Energy Harvesting Devices that Monitor Processes with Alarms
Fdn Res & Technol Hellas FORTH, Greece.
Linköping University, Department of Science and Technology, Communications and Transport Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0003-4416-7702
Fdn Res & Technol Hellas FORTH, Greece.
2019 (English)In: 2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), IEEE , 2019Conference paper, Published paper (Refereed)
Abstract [en]

In this work, we derive optimal transmission policies for an energy harvesting status update system. The system monitors a stochastic process which can be in one of two states of operation, a normal state or an alarm state. We capture the freshness of status updates for each state of the stochastic process by using a separate Age of Information (AoI) variable for each state and by extending the definition of AoI to account for the stochastic process state changes. We assume that the demand for status updates is higher when the stochastic process is in the alarm state and utilize a transition cost function that increases non-linearly with AoI when the stochastic process is in the alarm state and linearly otherwise. We formulate the problem at hand as a Markov Decision Process, evaluate numerically the derived policies and illustrate their effectiveness for reserving energy in anticipation of future alarm states.

Place, publisher, year, edition, pages
IEEE , 2019.
Series
IEEE Globecom Workshops, ISSN 2166-0069
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:liu:diva-168883DOI: 10.1109/GCWkshps45667.2019.9024463ISI: 000554832400073ISBN: 978-1-7281-0960-2 (print)OAI: oai:DiVA.org:liu-168883DiVA, id: diva2:1463786
Conference
IEEE Global Communications Conference (GLOBECOM)
Available from: 2020-09-03 Created: 2020-09-03 Last updated: 2020-09-03

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CiteExportLink to record
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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