Title :
SIRA: A socially inspired game theoretic uplink/downlink resource aware allocation in OFDMA systems
Author :
El-Hajj, Ahmad M. ; Awad, Mariette ; Dawy, Zaher
Author_Institution :
Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon
Abstract :
Given the exploding number of mobile subscribers and the quality of service requirements of emerging mobile services specially the multimedia ones, efficient use of the limited network resources has become so important that it is driving development of intelligent resource allocation (RA) algorithms. Whereas link specific RA problems have been widely investigated in the literature targeting either the uplink or downlink of a communication system, we present in this paper, SIRA, a novel joint uplink/downlink RA scenario in an OFDMA system for users running symmetrical services on their mobile devices. The RA process is modeled as a social gaming paradigm where users are considered as players interacting with the base station which takes the role of a principal controlling the RA game. Intelligently evolving from a soft RA and inspired by the model of team development proposed by Bruce Tuckman, SIRA uses penalty based concepts which play a feedback mechanism role from a system theory perspective to finalize the decision on allocated resources. Simulation results show the merit of the proposed technique and motivate follow on research.
Keywords :
frequency division multiple access; game theory; mobile computing; multimedia communication; quality of service; radio links; resource allocation; OFDMA system; SIRA; communication system; feedback mechanism; intelligent resource allocation algorithm; joint uplink-downlink RA scenario; limited network resource usage; mobile devices; mobile services; mobile subscribers; multimedia services; quality of service requirement; social gaming paradigm; socially inspired game theoretic uplink-downlink resource aware allocation; soft RA; symmetrical services; system theory; team development model; Downlink; Games; Joints; Mobile communication; Multimedia communication; Quality of service; Resource management; Game Theory; Intelligent Multimedia and Communication Systems; Resource Allocation;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083763