NDLI: Dynamic control and optimization of buffer size in wireless networks

Content Provider	IEEE Xplore Digital Library
Author	Markou, M.M. Panayiotou, C.G.
Copyright Year	2005
Description	Author affiliation: Dept. of Electr. & Comput. Eng., Cyprus Univ., Nicosia, Cyprus (Markou, M.M.; Panayiotou, C.G.)
Abstract	Third generation (3G) wireless networks enable the deployment of real time applications that put extra pressure on network scarce resources (bandwidth and buffers) thus generating a need for effective resource allocation and management. This work studies the problem of dynamic control and optimization of buffer thresholds in wireless networks such as UMTS/3G. Based of a stochastic fluid model (SFM), this paper derives infinitesimal perturbation analysis (IPA) estimators of the sensitivity of some performance measure of interest with respect to the control parameter. Subsequently these estimators are evaluated based on data observed from the sample path of the "real" system and are used to dynamically control the threshold allowing the network to work continuously at an optimal or near optimal point.
Starting Page	2162
Ending Page	2166
File Size	245348
Page Count	5
File Format	PDF
ISBN	0780388879
ISSN	15502252
DOI	10.1109/VETECS.2005.1543717
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-05-30
Publisher Place	Sweden
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Size control Wireless networks Resource management Bandwidth Fluid dynamics 3G mobile communication Stochastic processes Performance analysis Parameter estimation Optimal control
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Electrical and Electronic Engineering Computer Science Applications

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