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Low complexity iterative multimedia resource allocation based on game theoretic approach

Title
Low complexity iterative multimedia resource allocation based on game theoretic approach
Authors
Kim E.Park H.Frossard P.
Ewha Authors
박형곤
SCOPUS Author ID
박형곤scopus
Issue Date
2012
Journal Title
ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems
Indexed
SCOPUS scopus
Abstract
Efficient resource management strategies are important for multiuser multimedia applications, as they are often serviced over resource-constrained and shared network infrastructure. Moreover, an acceptable level of quality e.g., Quality of Service (QoS) should be guaranteed. In this paper, we consider a game-theoretic resource management strategy, where the bargaining solutions are deployed in the resource allocation. We are in particular interested in the Nash Bargaining Solution (NBS) that can allocate resources in a fair and optimal way, while explicitly considering the achieved utility. Finding the NBS, however, is a challenging task due to its potentially high computational complexity, especially when a large number of users and the large amount of resources are available. In order to overcome the problem, we propose an iterative approach that requires significantly lower computational complexity compared to the conventional approach. The proposed approach decomposes the bargaining problem into sub-bargaining problems, where a sub-bargaining problem considers smaller feasible set and computes the corresponding sub-NBS. This step is iteratively repeated for successive sub-bargaining problems until the NBS is obtained. We show that the proposed sub-NBS approaches the NBS with a small error while significantly reducing the complexity required to find the NBS. © 2012 IEEE.
DOI
10.1109/ISCAS.2012.6271422
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엘텍공과대학 > 전자공학과 > Journal papers
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