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S. S. Vilni, M. Moltafet, M. Leinonen and M. Codreanu, "AoI-Constrained Transmission Scheduling with HARQ and Heterogeneous Sampling Processes," IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Hoboken, NJ, USA, 2023, pp. 1-6, doi: 10.1109/INFOCOMWKSHPS57453.2023.10225960

AoI-constrained transmission scheduling with HARQ and heterogeneous sampling processes

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Author: Sadeghi Vilni, Saeid1; Moltafet, Mohammad1; Leinonen, Markus1;
Organizations: 1Centre for Wireless Communications - Radio Technologies, University of Oulu, Finland
2Department of Science and Technology, Linköping University, Sweden
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.5 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe20230928137719
Language: English
Published: Institute of Electrical and Electronics Engineers, 2023
Publish Date: 2023-09-28
Description:

Abstract

We consider a hybrid automatic repeat request (HARQ) based status update system where timely information from multiple sources with different sampling processes (uncontrollable and controllable sampling) is sent via a transmitter to a destination through an error-prone channel. To minimize the average number of transmissions subject to an average age of information constraint, we propose a near-optimal deterministic transmission policy. We formulate a constrained Markov decision process (CMDP) problem and provide a solution using the Lagrangian relaxation method and relative value iteration algorithm. Numerical results show that the proposed policy achieves near-optimal performance.

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Series: IEEE Conference on Computer Communications workshops
ISSN: 2159-4228
ISSN-E: 2833-0587
ISSN-L: 2159-4228
ISBN: 978-1-6654-9427-4
ISBN Print: 978-1-6654-9428-1
Article number: 10225960
DOI: 10.1109/INFOCOMWKSHPS57453.2023.10225960
OADOI: https://oadoi.org/10.1109/INFOCOMWKSHPS57453.2023.10225960
Host publication: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
Conference: IEEE Conference on Computer Communications Workshops
Type of Publication: A4 Article in conference proceedings
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
AoI
CMDP
generate-at-will
multi-source status update
random arrival
Article
Funding: This research has been financially supported by the Infotech Oulu, the Academy of Finland (grant 323698), and Academy of Finland 6G Flagship program (grant 346208). The work of M. Leinonen has also been financially supported in part by the Academy of Finland (grant 340171).
Academy of Finland Grant Number: 323698
346208
340171
Detailed Information: 323698 (Academy of Finland Funding decision)
346208 (Academy of Finland Funding decision)
340171 (Academy of Finland Funding decision)
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