Power minimization with quality-of-information outages

Ertugrul Necdet Ciftcioglu, Antonios Michaloliakos, Konstantinos Psounis, Thomas F. La Porta, Aylin Yener

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Abstract

In this paper, we consider Quality-of-Information (QoI) aware transmission policies for a dynamic environment. In particular, we focus on the time-varying nature of the observation quality of the environment in practical networks which leads to uncertainty in satisfying QoI requirements specified by end users. The goal of this paper is to meet QoI requests from end users with minimum resources. Specifically, power is allocated dynamically depending on observation accuracies and QoI requirements. We formulate a dynamic scheme for scheduling with the objective of minimizing the energy consumption at the network while satisfying constraints on outage probability for QoI. Lyapunov stability arguments are used to define a policy based on the instantaneous observation qualities and QoI requirement satisfaction levels. Numerical results demonstrate that significant improvements in delivered QoI are realized with identical power expenditure using our QoI-aware resource allocation algorithm compared with traditional maximum-rate schedulers.

Original languageEnglish (US)
Title of host publicationIEEE Wireless Communications and Networking Conference, WCNC
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1655-1660
Number of pages6
ISBN (Electronic)9781479930838
DOIs
Publication statusPublished - Nov 10 2014
Event2014 IEEE Wireless Communications and Networking Conference, WCNC 2014 - Istanbul, Turkey
Duration: Apr 6 2014Apr 9 2014

Publication series

NameIEEE Wireless Communications and Networking Conference, WCNC
ISSN (Print)1525-3511

Other

Other2014 IEEE Wireless Communications and Networking Conference, WCNC 2014
CountryTurkey
CityIstanbul
Period4/6/144/9/14

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All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Ciftcioglu, E. N., Michaloliakos, A., Psounis, K., La Porta, T. F., & Yener, A. (2014). Power minimization with quality-of-information outages. In IEEE Wireless Communications and Networking Conference, WCNC (pp. 1655-1660). [6952478] (IEEE Wireless Communications and Networking Conference, WCNC). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WCNC.2014.6952478