DocumentCode
3123448
Title
A Delay-Scheduler Coupled Game Theoretic Resource Allocation Scheme for LTE Networks
Author
Ali, Salman ; Zeeshan, Muhammad
Author_Institution
Sch. of Electr. Eng. & Comput. Sci., Nat. Univ. of Sci. & Technol., Islamabad, Pakistan
fYear
2011
fDate
19-21 Dec. 2011
Firstpage
14
Lastpage
19
Abstract
LTE standard defines classes with granular requirements in order to provide QoS with fast connectivity and high data rates. The basic Release-8 of LTE and the subsequent modifications do not specify any scheduling algorithm making the task of improving user satisfaction more difficult. In our work, we proposed a two-level scheduler with game theoretic application that distributes resources among classes with fairness and then implements a delay based scheduler to satisfy the strict levels of delay budget requirements of LTE classes. A coalition is formed between different class flows by use of bargaining cooperative game that allows for distribution of physical resource blocks in a fair manner via Shapely function. The delay based scheduler checks and compares users packet delay in a service class to make scheduling decisions in the downlink utilizing recent user reported channel conditions. Simulation results carried out with key performance matrices like packet loss ratio, throughput, fairness index and system delay prove the effectiveness of the proposed approach as compared to Exponential Rule, Proportional Fair and M-LWDF algorithms and its usefulness for supporting both real time and non-real time traffic is verified.
Keywords
Long Term Evolution; formal specification; functions; game theory; groupware; mobile computing; quality of service; resource allocation; scheduling; LTE network; LTE standard; QoS; Shapely function; bargaining cooperative game; delay budget requirements; delay scheduler coupled game theoretic resource allocation scheme; fairness index; long term evolution; packet loss ratio; scheduling decision making; two-level scheduler; user packet delay; user reported channel conditions; user satisfaction; Bandwidth; Delay; Downlink; Games; Quality of service; Resource management; Throughput; LTE service class; Quality of Service; Scheduling; delay budget; game theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Frontiers of Information Technology (FIT), 2011
Conference_Location
Islamabad
Print_ISBN
978-1-4673-0209-8
Type
conf
DOI
10.1109/FIT.2011.11
Filename
6137181
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