Age of Information: An Introduction and Survey

We summarize recent contributions in the broad area of age of information (AoI). In particular, we describe the current state of the art in the design and optimization of low-latency cyberphysical systems and applications in which sources send time-stamped status updates to interested recipients. Th...

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Published in:IEEE journal on selected areas in communications Vol. 39; no. 5; pp. 1183 - 1210
Main Authors: Yates, Roy D., Sun, Yin, Brown, D. Richard, Kaul, Sanjit K., Modiano, Eytan, Ulukus, Sennur
Format: Journal Article
Language:English
Published: New York IEEE 01.05.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:0733-8716, 1558-0008
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Abstract We summarize recent contributions in the broad area of age of information (AoI). In particular, we describe the current state of the art in the design and optimization of low-latency cyberphysical systems and applications in which sources send time-stamped status updates to interested recipients. These applications desire status updates at the recipients to be as timely as possible; however, this is typically constrained by limited system resources. We describe AoI timeliness metrics and present general methods of AoI evaluation analysis that are applicable to a wide variety of sources and systems. Starting from elementary single-server queues, we apply these AoI methods to a range of increasingly complex systems, including energy harvesting sensors transmitting over noisy channels, parallel server systems, queueing networks, and various single-hop and multi-hop wireless networks. We also explore how update age is related to MMSE methods of sampling, estimation and control of stochastic processes. The paper concludes with a review of efforts to employ age optimization in cyberphysical applications.
AbstractList We summarize recent contributions in the broad area of age of information (AoI). In particular, we describe the current state of the art in the design and optimization of low-latency cyberphysical systems and applications in which sources send time-stamped status updates to interested recipients. These applications desire status updates at the recipients to be as timely as possible; however, this is typically constrained by limited system resources. We describe AoI timeliness metrics and present general methods of AoI evaluation analysis that are applicable to a wide variety of sources and systems. Starting from elementary single-server queues, we apply these AoI methods to a range of increasingly complex systems, including energy harvesting sensors transmitting over noisy channels, parallel server systems, queueing networks, and various single-hop and multi-hop wireless networks. We also explore how update age is related to MMSE methods of sampling, estimation and control of stochastic processes. The paper concludes with a review of efforts to employ age optimization in cyberphysical applications.
Author Brown, D. Richard
Modiano, Eytan
Sun, Yin
Yates, Roy D.
Kaul, Sanjit K.
Ulukus, Sennur
Author_xml – sequence: 1
  givenname: Roy D.
  orcidid: 0000-0003-4333-6607
  surname: Yates
  fullname: Yates, Roy D.
  email: ryates@winlab.rutgers.edu
  organization: Wireless Information Network Laboratory, Rutgers University, New Brunswick, NJ, USA
– sequence: 2
  givenname: Yin
  surname: Sun
  fullname: Sun, Yin
  email: yinsun@auburn.edu
  organization: Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA
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  givenname: D. Richard
  surname: Brown
  fullname: Brown, D. Richard
  email: drb@wpi.edu
  organization: Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA
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  givenname: Sanjit K.
  orcidid: 0000-0001-5867-8584
  surname: Kaul
  fullname: Kaul, Sanjit K.
  email: skkaul@iiitd.ac.in
  organization: Wireless Systems Lab, IIIT-Delhi, New Delhi, India
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  givenname: Eytan
  surname: Modiano
  fullname: Modiano, Eytan
  email: modiano@mit.edu
  organization: Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
– sequence: 6
  givenname: Sennur
  orcidid: 0000-0002-8219-8190
  surname: Ulukus
  fullname: Ulukus, Sennur
  email: ulukus@umd.edu
  organization: Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA
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SecondaryResourceType review_article
Snippet We summarize recent contributions in the broad area of age of information (AoI). In particular, we describe the current state of the art in the design and...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1183
SubjectTerms Age
Age of information (AoI)
age-delay tradeoff
age-energy tradeoff
communication networks
Complex systems
Cyber-physical systems
Design optimization
Energy harvesting
information freshness
information update system
Measurement
Monitoring
Network latency
non-linear age penalty
packet delay
Queueing analysis
queueing systems
Queuing theory
selective encoding
Servers
Stochastic processes
Sun
Surgery
time measurement
timely source coding
wireless communication
Wireless networks
Title Age of Information: An Introduction and Survey
URI https://ieeexplore.ieee.org/document/9380899
https://www.proquest.com/docview/2515738471
Volume 39
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