NDLI: Optimal Tradeoff Between RT and NRT Services in 3G-CDMA Networks Using Dynamic Fuzzy Q-Learning

Content Provider	IEEE Xplore Digital Library
Author	Nasri, R. Altman, Z. Dubreil, H.
Copyright Year	2006
Description	Author affiliation: Div. of Res. & Dev., France Telecom, Issy-les-Moulineaux (Nasri, R.; Altman, Z.; Dubreil, H.)
Abstract	With the evolution of wireless services and the increasing popularity of multimedia applications, setting radio parameters and sharing resources between different services are more than ever key issues for providing high-quality services. In this paper, we propose a dynamic and autonomic approach to sharing radio resources between RT and NRT services in order to achieve optimal trade-offs between their qualities of service. Fuzzy Q-learning controller (FQLC) is used to adapt the resource reserved for the RT traffic according to perceived quality indicators of each service. Each base station is fitted out with a controller which manages its resources. Learning results from each base station are supplied to a central FQLC of the network. Simulations have shown the effectiveness of the FQLC in terms of balancing the quality between RT and NRT services
Sponsorship	IEEE COM
Starting Page	1
Ending Page	5
File Size	227217
Page Count	5
File Format	PDF
ISBN	1424403294
DOI	10.1109/PIMRC.2006.254114
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-09-11
Publisher Place	Finland
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Resource management Communication system traffic control Base stations Traffic control Downlink Automatic control Land mobile radio Mobile communication Intelligent networks Fuzzy sets
Content Type	Text
Resource Type	Article

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Optimal Tradeoff Between RT and NRT Services in 3G-CDMA Networks Using Dynamic Fuzzy Q-Learning

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