DocumentCode :
29575
Title :
Theil utility based multi-device cooperation mechanism for service quality equilibrium in ubiquitous stub environments
Author :
Rui Lanlan ; Mu Nan ; Guo Shaoyong ; Qiu Xuesong ; Zhang Jie
Author_Institution :
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
Volume :
11
Issue :
6
fYear :
2014
fDate :
Jun-14
Firstpage :
140
Lastpage :
150
Abstract :
An approach to make heterogeneous devices cooperate with each other to provide ubiquitous service remains a longstanding challenge in ubiquitous environments. In addition, when multi-user request ubiquitous services simultaneously, the arbitrariness in resource allocation process easily leads to non-equilibrium of qualities of multi-user´s services. Thus, How to design an effective heterogeneous devices cooperation mechanism that meet the QoS requirements and also equilibrate QoS among multi-user´s services becomes a very tough problem. In the paper, Equilibrium Index and Theil Utility function are imported to establish a multidevice equilibrium cooperation model, which is beneft for resource allocation in ubiquitous environments. Then a Theil-Equilibrium based Cooperation Mechanism for multi-service is proposed. Firstly, in order to simplify calculating, a dimensionless processing is introduced. After that, a cooperation approach with Theil-Utility Heuristic algorithm is designed to choose the best solution for the simplified model. At last, the mechanism is simulated in a smart home scenario. The simulation results show that this mechanism outperforms non-equilibrium method by improving almost 40% in internal equilibrium with just reducing 0-2% in the total utility of all the requested ubiquitous services. These data show that the proposed mechanism performs well in equilibrating qualities of multi-user´s ubiquitous services.
Keywords :
cooperative communication; game theory; quality of service; resource allocation; ubiquitous computing; utility theory; QoS requirements; Theil utility based multidevice cooperation mechanism; Theil utility function; Theil-equilibrium based cooperation mechanism; Theil-utility heuristic algorithm; dimensionless processing; equilibrium index; heterogeneous devices cooperation mechanism; multidevice equilibrium cooperation model; multiuser request ubiquitous services; nonequilibrium method; quality of multiuser services; resource allocation process; service quality equilibrium; smart home; ubiquitous environments; ubiquitous stub environments; Bandwidth; Entropy; Heuristic algorithms; Quality of service; Resource management; QoS equilibrium; cooperation among multi-device; equilibrium index; theil utility; ubiquitous stub environments;
fLanguage :
English
Journal_Title :
Communications, China
Publisher :
ieee
ISSN :
1673-5447
Type :
jour
DOI :
10.1109/CC.2014.6879012
Filename :
6879012
Link To Document :
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