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Optimal resource scheduling for energy harvesting communications under strict delay constraint

  • CEA
  • CEA/UVSQ/CNRS
  • Université Paris-Saclay

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

10 Citations (Scopus)

Résumé

This paper investigates the resource scheduling minimizing the packet loss when the wireless communication system operates with Energy Harvesting (EH) based devices. The packet loss occurs when the buffer is overflowed and when the queued packet is older than a certain pre-defined threshold. We so consider a strict delay constraint rather than an average delay constraint. The associated optimization problem can be modeled as Markov Decision Problem (MDP) where the actions are the number of packets sent on the known channel at each slot. The optimal deterministic offline policy is exhibited through dynamic programming techniques, i.e. Value Iteration (VI) algorithm. We show the gain in the number of transmitted packets and the consumed energy is substantial compared to a naive policy which forces the system to send the maximum number of packets using the available energy in the battery.

langue originaleAnglais
titre2018 IEEE International Conference on Communications, ICC 2018 - Proceedings
EditeurInstitute of Electrical and Electronics Engineers Inc.
ISBN (imprimé)9781538631805
Les DOIs
étatPublié - 27 juil. 2018
Modification externeOui
Evénement2018 IEEE International Conference on Communications, ICC 2018 - Kansas City, États-Unis
Durée: 20 mai 2018 → 24 mai 2018

Série de publications

NomIEEE International Conference on Communications
Volume2018-May
ISSN (imprimé)1550-3607

Une conférence

Une conférence2018 IEEE International Conference on Communications, ICC 2018
Pays/TerritoireÉtats-Unis
La villeKansas City
période20/05/18 → 24/05/18

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