Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. Optimal Policies for Age and Distortion in a Discrete-Time Model
 
conference paper

Optimal Policies for Age and Distortion in a Discrete-Time Model

Inan, Yunus  
•
Inovan, Reka  
•
Telatar, Emre  
January 1, 2021
2021 Ieee Information Theory Workshop (Itw)
IEEE Information Theory Workshop (ITW)

We propose a simple model to study the tradeoff between timeliness and distortion, where different pieces of data have a different cost of not being sent. We pose the question of finding the optimal tradeoff as a policy design problem amenable to dynamic programming methods. We study the structural properties of optimal transmission policies, give an algorithmic procedure to find the optimal tradeoff, and numerically evaluate some instances.

  • Details
  • Metrics
Type
conference paper
DOI
10.1109/ITW48936.2021.9611456
Web of Science ID

WOS:000794133300077

Author(s)
Inan, Yunus  
•
Inovan, Reka  
•
Telatar, Emre  
Date Issued

2021-01-01

Publisher

IEEE

Publisher place

New York

Published in
2021 Ieee Information Theory Workshop (Itw)
ISBN of the book

978-1-6654-0312-2

Subjects

Computer Science, Information Systems

•

Computer Science, Theory & Methods

•

Mathematics, Applied

•

Computer Science

•

Mathematics

•

age of information

•

distortion

•

markov decision process

•

policy iteration

•

information

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTHI  
Event nameEvent placeEvent date
IEEE Information Theory Workshop (ITW)

ELECTR NETWORK

Oct 17-21, 2021

Available on Infoscience
June 6, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/188255
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés