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Age of Information Performance of Multiaccess Strategies with Packet Management
Linköpings universitet, Institutionen för teknik och naturvetenskap, Kommunikations- och transportsystem. Linköpings universitet, Tekniska fakulteten.
Linköpings universitet, Institutionen för teknik och naturvetenskap, Kommunikations- och transportsystem. Linköpings universitet, Tekniska fakulteten.ORCID-id: 0000-0003-4416-7702
Univ Maryland, MD 20742 USA.
Linköpings universitet, Institutionen för teknik och naturvetenskap, Kommunikations- och transportsystem. Linköpings universitet, Tekniska fakulteten.
2019 (engelsk)Inngår i: Journal of Communications and Networks, ISSN 1229-2370, E-ISSN 1976-5541, Vol. 21, nr 3, s. 244-255Artikkel i tidsskrift (Fagfellevurdert) 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.

sted, utgiver, år, opplag, sider
KOREAN INST COMMUNICATIONS SCIENCES (K I C S) , 2019. Vol. 21, nr 3, s. 244-255
Emneord [en]
Age of information; multiple-access channels; packet management; performance analysis; queueing theory; real time systems
HSV kategori
Identifikatorer
URN: urn:nbn:se:liu:diva-159594DOI: 10.1109/JCN.2019.000039ISI: 000476787900005OAI: oai:DiVA.org:liu-159594DiVA, id: diva2:1342286
Merknad

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)

Tilgjengelig fra: 2019-08-13 Laget: 2019-08-13 Sist oppdatert: 2020-04-16
Inngår i avhandling
1. Age of Information Aware Communication Systems: Modeling and Performance Analysis
Åpne denne publikasjonen i ny fane eller vindu >>Age of Information Aware Communication Systems: Modeling and Performance Analysis
2020 (engelsk)Doktoravhandling, med artikler (Annet vitenskapelig)
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.

sted, utgiver, år, opplag, sider
Linköping: Linköping University Electronic Press, 2020. s. 51
Serie
Linköping Studies in Science and Technology. Dissertations, ISSN 0345-7524 ; 2060
HSV kategori
Identifikatorer
urn:nbn:se:liu:diva-165126 (URN)10.3384/diss.diva-165126 (DOI)9789179298760 (ISBN)
Disputas
2020-05-18, K3, Kåkenhus, Campus Norrköping, Norrköping, 13:15 (engelsk)
Opponent
Veileder
Tilgjengelig fra: 2020-04-16 Laget: 2020-04-16 Sist oppdatert: 2020-04-20bibliografisk kontrollert

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