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Age of Information Aware Communication Systems: Modeling and Performance Analysis
Linköping University, Department of Science and Technology, Communications and Transport Systems. Linköping University, Faculty of Science & Engineering.
2020 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Advances in wireless communications and networking technology have taken us towards a pervasively connected world in which a vast array of wireless devices, from mobile phones to environmental sensors, seamlessly communicate with each other. In many of these systems the freshness of the transmitted information is of high importance. Characterization of time-critical information can be achieved through the so-called real-time status updates that are messages, encapsulated in packets, carrying the timestamp of their generation. Status updates track time-varying content that needs to be transmitted from the generation point to a remote destination in a network. To quantify the freshness of information in networked systems, a novel metric, different from delay or latency, termed as “age of information” (AoI) has been introduced. In this thesis, we focus on characterizing and controlling age under various communication system setups.

The first part of the thesis considers multiple access communication systems and comprises two papers. The first paper, investigates AoI in relation with throughput in a shared access setup with heterogeneous traffic. More specifically, we consider a shared access system consisting of a primary link and a network of secondary nodes, with multipacket reception (MPR) capabilities. To study the joint throughput-timeliness performance, we formulate two optimization problems considering both objectives and provide guidelines for the design of such a multiple access system satisfying both timeliness and throughput requirements.

In the second paper, we study the AoI performance in various multiple access schemes, including scheduling and random access. We present an analysis of the AoI with and without packet management at the transmission queue of the source nodes, considering that packet management is the capability to replace unserved packets in the queue whenever newer ones arrive. We incorporate the effect of channel fading and network path diversity in such a system and provide simulation results that illustrate the impact of network operating parameters on the performance of the considered access protocols.

The second part of the thesis considers the characterization of AoI and other freshness performance metrics in a point-to-point communication link, again comprising two papers. In the third paper of this thesis, we expand the concept of information ageing by introducing the cost of update delay (CoUD) metric to characterize the cost of having stale information at the destination. Furthermore, we introduce the value of information of update (VoIU) metric that captures the degree of importance of the update received at the destination. We employ queue-theoretic concepts and provide a theoretical analysis and insights into the prospects of cost and value.

Finally, in the last paper, we study the properties of a sample path of the AoI process, and we obtain a general formula of its stationary distribution. We relate this result to a discrete time queueing system and provide a general expression of the generating function of AoI in relation with the system time, and the peak age of information (PAoI). To illustrate the applicability of the results, we analyze the AoI in single-server queues with different disciplines and assumptions. We build upon these results to provide a methodology for analyzing general non-linear age functions for this type of systems.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2020. , p. 51
Series
Linköping Studies in Science and Technology. Dissertations, ISSN 0345-7524 ; 2060
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:liu:diva-165126DOI: 10.3384/diss.diva-165126ISBN: 9789179298760 (print)OAI: oai:DiVA.org:liu-165126DiVA, id: diva2:1423889
Public defence
2020-05-18, K3, Kåkenhus, Campus Norrköping, Norrköping, 13:15 (English)
Opponent
Supervisors
Available from: 2020-04-16 Created: 2020-04-16 Last updated: 2020-04-20Bibliographically approved
List of papers
1. Age of Information and Throughput in a Shared Access Network with Heterogeneous Traffic
Open this publication in new window or tab >>Age of Information and Throughput in a Shared Access Network with Heterogeneous Traffic
2018 (English)In: IEEE Global Telecommunications Conference (GLOBECOM), 2018, pp. 1-6., 2018Conference paper, Published paper (Refereed)
Abstract [en]

We consider a cognitive shared access scheme consisting of a high priority primary node and a low priority network with N secondary nodes accessing the spectrum. Assuming bursty traffic at the primary node, saturated queues at the secondary nodes, and multipacket reception capabilities at the receivers, we derive analytical expressions of the time average age of information of the primary node and the throughput of the secondary nodes. We formulate two optimization problems, the first aiming to minimize the time average age of information of the primary node subject to an aggregate secondary throughput requirement. The second problem aims to maximize the aggregate secondary throughput of the network subject to a maximum time average staleness constraint. Our results provide guidelines for the design of a multiple access system with multipacket reception capabilities that fulfills both timeliness and throughput requirements.

Series
IEEE Global Communications Conference, ISSN 2576-6813 ; 2018
Keywords
Throughput, Receivers, Information age, Delays, Aggregates, Queueing analysis
National Category
Electrical Engineering, Electronic Engineering, Information Engineering Telecommunications
Identifiers
urn:nbn:se:liu:diva-154649 (URN)10.1109/GLOCOM.2018.8647212 (DOI)000465774300065 ()978-1-5386-4727-1 (ISBN)978-1-5386-4728-8 (ISBN)
Conference
IEEE Global Telecommunications Conference (GLOBECOM)
Note

Funding agencies: European Unions Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant [642743]

Available from: 2019-02-25 Created: 2019-02-25 Last updated: 2020-07-02
2. Age of Information Performance of Multiaccess Strategies with Packet Management
Open this publication in new window or tab >>Age of Information Performance of Multiaccess Strategies with Packet Management
2019 (English)In: Journal of Communications and Networks, ISSN 1229-2370, E-ISSN 1976-5541, Vol. 21, no 3, p. 244-255Article in journal (Refereed) Published
Abstract [en]

We consider a system consisting of N source nodes communicating with a common receiver. Each source node has a buffer of infinite capacity to store incoming bursty traffic in the form of status updates transmitted in packets, which should maintain the status information at the receiver fresh. Packets waiting for transmission can be discarded to avoid wasting network resources for the transmission of stale information. We investigate the age of information (AoI) performance of the system under scheduled and random access. Moreover, we present analysis of the AoI with and without packet management at the transmission queue of the source nodes, where as packet management we consider the capability to replace unserved packets at the queue whenever newer ones arrive. Finally, we provide simulation results that illustrate the impact of the network operating parameters on the age performance of the different access protocols.

Place, publisher, year, edition, pages
KOREAN INST COMMUNICATIONS SCIENCES (K I C S), 2019
Keywords
Age of information; multiple-access channels; packet management; performance analysis; queueing theory; real time systems
National Category
Communication Systems
Identifiers
urn:nbn:se:liu:diva-159594 (URN)10.1109/JCN.2019.000039 (DOI)000476787900005 ()
Note

Funding Agencies|European Unions Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant [642743]; ELLIIT; Center for Industrial Information Technology (CENIIT); U.S. Office of Naval Research [ONR 5-280542]; U.S. National Science Foundation [CIF 5-243150, 5-245770, CIF 5-231912]; Swedish Research Council (VR)

Available from: 2019-08-13 Created: 2019-08-13 Last updated: 2020-04-16

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