Delay models for static and adaptive persistent resource allocations in wireless systems

Article


Brown, Jason, Afrin, Nusrat and Khan, Jamil Y.. 2016. "Delay models for static and adaptive persistent resource allocations in wireless systems." IEEE Transactions on Mobile Computing. 15 (9), pp. 2193-2205. https://doi.org/10.1109/TMC.2015.2492546
Article Title

Delay models for static and adaptive persistent resource allocations in wireless systems

ERA Journal ID5073
Article CategoryArticle
AuthorsBrown, Jason (Author), Afrin, Nusrat (Author) and Khan, Jamil Y. (Author)
Journal TitleIEEE Transactions on Mobile Computing
Journal Citation15 (9), pp. 2193-2205
Number of Pages13
Year2016
Place of PublicationLos Alamitos, Calif, United States
ISSN1536-1233
1558-0660
Digital Object Identifier (DOI)https://doi.org/10.1109/TMC.2015.2492546
Web Address (URL)https://ieeexplore.ieee.org/document/7305814
Abstract

A variety of scheduling strategies can be employed in wireless systems to satisfy different system objectives and to cater for different traffic types. Static persistent resource allocations can be employed to transfer small M2M data packets efficiently compared
to dynamic packet-by-packet scheduling, even when the M2M traffic model is non-deterministic. Recently, adaptive persistent allocations have been proposed in which the volume of allocated resources can change in sympathy with the instantaneous queue size at the M2M device and without expensive signaling on control channels. This increases the efficiency of resource usage at the expense
of a (typically small) increased packet delay. In this paper, we derive a statistical model for the device queue size and packet delay in static and adaptive persistent allocations which can be used for any arrival process (i.e., Poisson or otherwise). The primary motivation
is to assist with dimensioning of persistent allocations given a set of QoS requirements (such as a prescribed delay budget). We validate the statistical model via comparison with queue size and delay statistics obtained from a discrete event simulation of a persistent allocation system. The validation is performed for both exponential and gamma distributed packet inter-arrivals to demonstrate the model generality.

KeywordsM2M, persistent allocation, wireless system, delay model
ANZSRC Field of Research 2020400608. Wireless communication systems and technologies (incl. microwave and millimetrewave)
Public Notes

© 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Byline AffiliationsUniversity of Newcastle
Institution of OriginUniversity of Southern Queensland
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