DocumentCode :
3177575
Title :
Game theory based dynamic bit-rate adaptation for H.264 scalable video transmission in 4G wireless systems
Author :
Parakh, Shreyans ; Jagannatham, Aditya K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India
fYear :
2012
fDate :
22-25 July 2012
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, we propose a game theoretic framework for decentralized H.264 scalable video bit-rate adaptation in 4G wireless networks. The framework presented employs a pricing based utility function towards video streaming quality optimization. An algorithm is presented for iterative strategy update of the competing scalable coded video streaming end users towards an equilibrium allocation. In this context we demonstrate the existence of a Nash equilibrium for the proposed video bit-rate adaptation game based on the quasi-concavity of the net video utility function. Existence of Nash equilibrium ensures efficient usage of the 3G/4G bandwidth resources towards video quality and revenue maximization. We present simulation results to comprehensively illustrate the performance of the above game theoretic video quality adaptation scheme. We also discuss the behavior of the parameters of the net video utility function, their impact on video bit-rate allocation and overall bandwidth utilization of the wireless network.
Keywords :
3G mobile communication; 4G mobile communication; game theory; iterative methods; video coding; video communication; video streaming; 3G-4G bandwidth resources; 4G wireless systems; H.264 scalable video transmission; Nash equilibrium; bandwidth utilization; decentralized H.264 scalable video bit-rate adaptation; equilibrium allocation; game theoretic video quality adaptation scheme; game theory-based dynamic bit-rate adaptation; iterative strategy update; net video utility function quasiconcavity; pricing-based utility function; revenue maximization; scalable coded video streaming end users; video streaming quality optimization; Bit rate; Games; Nash equilibrium; Pricing; Resource management; Streaming media;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications (SPCOM), 2012 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4673-2013-9
Type :
conf
DOI :
10.1109/SPCOM.2012.6290003
Filename :
6290003
Link To Document :
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